General results

Results

Fresh yield

Ref Black oats - SS Tall fescue -4034.5 1196 29 -3.375 0.0733 SB Black oats - SS Tall fescue -3932.8 1196 29 -3.289 0.0882

Black oats - Tall fescue -2057 783 29 -2.628 0.0352

##                 
##                  Black oats Fodder radish Tall fescue
##   Ref                    21            25          21
##   Compost                 0             4           0
##   LB                     21            21          21
##   LB extensive            0             4           0
##   LB Sand                 0             4           0
##   SB                     21            21          21
##   SS                     21            21          21
##   SS Caterpillar          0             6           0

## $model
## 
## Call:
## lm(formula = var1[[1]] ~ ondgr_bw + gr_bem + blok, data = dataset)
## 
## Coefficients:
##         (Intercept)           ondgr_bwLB           ondgr_bwSB  
##             54443.9               1632.1                101.8  
##          ondgr_bwSS  gr_bemFodder radish    gr_bemTall fescue  
##              1977.3               1600.3               2057.2  
##                blok  
##             -1991.8  
## 
## 
## $anova
## Analysis of Variance Table
## 
## Response: var1[[1]]
##           Df    Sum Sq  Mean Sq F value    Pr(>F)    
## ondgr_bw   3  28266192  9422064  2.5634   0.07400 .  
## gr_bem     2  28007595 14003798  3.8100   0.03395 *  
## blok       1  95211502 95211502 25.9040 1.977e-05 ***
## Residuals 29 106591016  3675552                      
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
##  Exact one-sample Kolmogorov-Smirnov test
## 
## data:  resid(functie.model(var1))
## D = 0.092505, p-value = 0.8898
## alternative hypothesis: two-sided
## $emmeans
##  ondgr_bw gr_bem        emmean  SE df lower.CL upper.CL
##  Ref      Black oats     50460 783 29    48860    52061
##  LB       Black oats     52092 783 29    50492    53693
##  SB       Black oats     50562 783 29    48961    52163
##  SS       Black oats     52438 783 29    50837    54038
##  Ref      Fodder radish  52061 783 29    50460    53661
##  LB       Fodder radish  53693 783 29    52092    55294
##  SB       Fodder radish  52162 783 29    50562    53763
##  SS       Fodder radish  54038 783 29    52437    55639
##  Ref      Tall fescue    52518 783 29    50917    54118
##  LB       Tall fescue    54150 783 29    52549    55750
##  SB       Tall fescue    52619 783 29    51019    54220
##  SS       Tall fescue    54495 783 29    52894    56096
## 
## Confidence level used: 0.95 
## 
## $contrasts
##  contrast                             estimate   SE df t.ratio p.value
##  Ref Black oats - LB Black oats        -1632.1  904 29  -1.806  0.8021
##  Ref Black oats - SB Black oats         -101.8  904 29  -0.113  1.0000
##  Ref Black oats - SS Black oats        -1977.3  904 29  -2.188  0.5700
##  Ref Black oats - Ref Fodder radish    -1600.3  783 29  -2.045  0.6619
##  Ref Black oats - LB Fodder radish     -3232.4 1196 29  -2.704  0.2736
##  Ref Black oats - SB Fodder radish     -1702.0 1196 29  -1.424  0.9489
##  Ref Black oats - SS Fodder radish     -3577.6 1196 29  -2.992  0.1618
##  Ref Black oats - Ref Tall fescue      -2057.2  783 29  -2.628  0.3098
##  Ref Black oats - LB Tall fescue       -3689.4 1196 29  -3.086  0.1346
##  Ref Black oats - SB Tall fescue       -2159.0 1196 29  -1.806  0.8022
##  Ref Black oats - SS Tall fescue       -4034.5 1196 29  -3.375  0.0733
##  LB Black oats - SB Black oats          1530.4  904 29   1.693  0.8571
##  LB Black oats - SS Black oats          -345.2  904 29  -0.382  1.0000
##  LB Black oats - Ref Fodder radish        31.9 1196 29   0.027  1.0000
##  LB Black oats - LB Fodder radish      -1600.3  783 29  -2.045  0.6619
##  LB Black oats - SB Fodder radish        -69.9 1196 29  -0.058  1.0000
##  LB Black oats - SS Fodder radish      -1945.4 1196 29  -1.627  0.8850
##  LB Black oats - Ref Tall fescue        -425.1 1196 29  -0.356  1.0000
##  LB Black oats - LB Tall fescue        -2057.2  783 29  -2.628  0.3098
##  LB Black oats - SB Tall fescue         -526.9 1196 29  -0.441  1.0000
##  LB Black oats - SS Tall fescue        -2402.4 1196 29  -2.009  0.6840
##  SB Black oats - SS Black oats         -1875.5  904 29  -2.075  0.6425
##  SB Black oats - Ref Fodder radish     -1498.5 1196 29  -1.253  0.9789
##  SB Black oats - LB Fodder radish      -3130.6 1196 29  -2.619  0.3148
##  SB Black oats - SB Fodder radish      -1600.3  783 29  -2.045  0.6619
##  SB Black oats - SS Fodder radish      -3475.8 1196 29  -2.907  0.1903
##  SB Black oats - Ref Tall fescue       -1955.5 1196 29  -1.636  0.8816
##  SB Black oats - LB Tall fescue        -3587.6 1196 29  -3.001  0.1592
##  SB Black oats - SB Tall fescue        -2057.2  783 29  -2.628  0.3098
##  SB Black oats - SS Tall fescue        -3932.8 1196 29  -3.289  0.0882
##  SS Black oats - Ref Fodder radish       377.0 1196 29   0.315  1.0000
##  SS Black oats - LB Fodder radish      -1255.1 1196 29  -1.050  0.9947
##  SS Black oats - SB Fodder radish        275.3 1196 29   0.230  1.0000
##  SS Black oats - SS Fodder radish      -1600.3  783 29  -2.045  0.6619
##  SS Black oats - Ref Tall fescue         -79.9 1196 29  -0.067  1.0000
##  SS Black oats - LB Tall fescue        -1712.1 1196 29  -1.432  0.9469
##  SS Black oats - SB Tall fescue         -181.7 1196 29  -0.152  1.0000
##  SS Black oats - SS Tall fescue        -2057.2  783 29  -2.628  0.3098
##  Ref Fodder radish - LB Fodder radish  -1632.1  904 29  -1.806  0.8021
##  Ref Fodder radish - SB Fodder radish   -101.8  904 29  -0.113  1.0000
##  Ref Fodder radish - SS Fodder radish  -1977.3  904 29  -2.188  0.5700
##  Ref Fodder radish - Ref Tall fescue    -457.0  783 29  -0.584  1.0000
##  Ref Fodder radish - LB Tall fescue    -2089.1 1196 29  -1.747  0.8318
##  Ref Fodder radish - SB Tall fescue     -558.7 1196 29  -0.467  1.0000
##  Ref Fodder radish - SS Tall fescue    -2434.3 1196 29  -2.036  0.6673
##  LB Fodder radish - SB Fodder radish    1530.4  904 29   1.693  0.8571
##  LB Fodder radish - SS Fodder radish    -345.2  904 29  -0.382  1.0000
##  LB Fodder radish - Ref Tall fescue     1175.1 1196 29   0.983  0.9970
##  LB Fodder radish - LB Tall fescue      -457.0  783 29  -0.584  1.0000
##  LB Fodder radish - SB Tall fescue      1073.4 1196 29   0.898  0.9986
##  LB Fodder radish - SS Tall fescue      -802.2 1196 29  -0.671  0.9999
##  SB Fodder radish - SS Fodder radish   -1875.5  904 29  -2.075  0.6425
##  SB Fodder radish - Ref Tall fescue     -355.2 1196 29  -0.297  1.0000
##  SB Fodder radish - LB Tall fescue     -1987.3 1196 29  -1.662  0.8706
##  SB Fodder radish - SB Tall fescue      -457.0  783 29  -0.584  1.0000
##  SB Fodder radish - SS Tall fescue     -2332.5 1196 29  -1.951  0.7198
##  SS Fodder radish - Ref Tall fescue     1520.3 1196 29   1.272  0.9766
##  SS Fodder radish - LB Tall fescue      -111.8 1196 29  -0.094  1.0000
##  SS Fodder radish - SB Tall fescue      1418.6 1196 29   1.187  0.9860
##  SS Fodder radish - SS Tall fescue      -457.0  783 29  -0.584  1.0000
##  Ref Tall fescue - LB Tall fescue      -1632.1  904 29  -1.806  0.8021
##  Ref Tall fescue - SB Tall fescue       -101.8  904 29  -0.113  1.0000
##  Ref Tall fescue - SS Tall fescue      -1977.3  904 29  -2.188  0.5700
##  LB Tall fescue - SB Tall fescue        1530.4  904 29   1.693  0.8571
##  LB Tall fescue - SS Tall fescue        -345.2  904 29  -0.382  1.0000
##  SB Tall fescue - SS Tall fescue       -1875.5  904 29  -2.075  0.6425
## 
## P value adjustment: tukey method for comparing a family of 12 estimates
## $emmeans
##  gr_bem        emmean  SE df lower.CL upper.CL
##  Black oats     51388 553 29    50256    52520
##  Fodder radish  52988 553 29    51856    54120
##  Tall fescue    53445 553 29    52313    54577
## 
## Results are averaged over the levels of: ondgr_bw 
## Confidence level used: 0.95 
## 
## $contrasts
##  contrast                    estimate  SE df t.ratio p.value
##  Black oats - Fodder radish     -1600 783 29  -2.045  0.1196
##  Black oats - Tall fescue       -2057 783 29  -2.628  0.0352
##  Fodder radish - Tall fescue     -457 783 29  -0.584  0.8298
## 
## Results are averaged over the levels of: ondgr_bw 
## P value adjustment: tukey method for comparing a family of 3 estimates
## $emmeans
##  ondgr_bw emmean  SE df lower.CL upper.CL
##  Ref       51680 639 29    50372    52987
##  LB        53312 639 29    52005    54619
##  SB        51781 639 29    50474    53088
##  SS        53657 639 29    52350    54964
## 
## Results are averaged over the levels of: gr_bem 
## Confidence level used: 0.95 
## 
## $contrasts
##  contrast estimate  SE df t.ratio p.value
##  Ref - LB    -1632 904 29  -1.806  0.2911
##  Ref - SB     -102 904 29  -0.113  0.9995
##  Ref - SS    -1977 904 29  -2.188  0.1505
##  LB - SB      1530 904 29   1.693  0.3453
##  LB - SS      -345 904 29  -0.382  0.9807
##  SB - SS     -1876 904 29  -2.075  0.1851
## 
## Results are averaged over the levels of: gr_bem 
## P value adjustment: tukey method for comparing a family of 4 estimates

## `summarise()` has grouped output by 'ondgr_bw'. You can override using the
## `.groups` argument.

Dry matter yield

##                 
##                  Black oats Fodder radish Tall fescue
##   Ref                    21            25          21
##   Compost                 0             4           0
##   LB                     21            21          21
##   LB extensive            0             4           0
##   LB Sand                 0             4           0
##   SB                     21            21          21
##   SS                     21            21          21
##   SS Caterpillar          0             6           0

## $model
## 
## Call:
## lm(formula = var1[[1]] ~ ondgr_bw + gr_bem + blok, data = dataset)
## 
## Coefficients:
##         (Intercept)           ondgr_bwLB           ondgr_bwSB  
##            19366.67              -315.55              -377.98  
##          ondgr_bwSS  gr_bemFodder radish    gr_bemTall fescue  
##               92.93               505.89               454.26  
##                blok  
##             -186.09  
## 
## 
## $anova
## Analysis of Variance Table
## 
## Response: var1[[1]]
##           Df   Sum Sq Mean Sq F value Pr(>F)
## ondgr_bw   3  1448052  482684  0.4184 0.7411
## gr_bem     2  1859780  929890  0.8061 0.4563
## blok       1   831069  831069  0.7204 0.4030
## Residuals 29 33453007 1153552
## 
##  Exact one-sample Kolmogorov-Smirnov test
## 
## data:  resid(functie.model(var1))
## D = 0.088143, p-value = 0.9193
## alternative hypothesis: two-sided
## $emmeans
##  ondgr_bw gr_bem        emmean  SE df lower.CL upper.CL
##  Ref      Black oats     18994 438 29    18098    19891
##  LB       Black oats     18679 438 29    17782    19576
##  SB       Black oats     18617 438 29    17720    19513
##  SS       Black oats     19087 438 29    18191    19984
##  Ref      Fodder radish  19500 438 29    18604    20397
##  LB       Fodder radish  19185 438 29    18288    20082
##  SB       Fodder radish  19122 438 29    18226    20019
##  SS       Fodder radish  19593 438 29    18697    20490
##  Ref      Tall fescue    19449 438 29    18552    20346
##  LB       Tall fescue    19133 438 29    18236    20030
##  SB       Tall fescue    19071 438 29    18174    19968
##  SS       Tall fescue    19542 438 29    18645    20438
## 
## Confidence level used: 0.95 
## 
## $contrasts
##  contrast                             estimate  SE df t.ratio p.value
##  Ref Black oats - LB Black oats          315.6 506 29   0.623  1.0000
##  Ref Black oats - SB Black oats          378.0 506 29   0.747  0.9997
##  Ref Black oats - SS Black oats          -92.9 506 29  -0.184  1.0000
##  Ref Black oats - Ref Fodder radish     -505.9 438 29  -1.154  0.9887
##  Ref Black oats - LB Fodder radish      -190.3 670 29  -0.284  1.0000
##  Ref Black oats - SB Fodder radish      -127.9 670 29  -0.191  1.0000
##  Ref Black oats - SS Fodder radish      -598.8 670 29  -0.894  0.9987
##  Ref Black oats - Ref Tall fescue       -454.3 438 29  -1.036  0.9953
##  Ref Black oats - LB Tall fescue        -138.7 670 29  -0.207  1.0000
##  Ref Black oats - SB Tall fescue         -76.3 670 29  -0.114  1.0000
##  Ref Black oats - SS Tall fescue        -547.2 670 29  -0.817  0.9994
##  LB Black oats - SB Black oats            62.4 506 29   0.123  1.0000
##  LB Black oats - SS Black oats          -408.5 506 29  -0.807  0.9995
##  LB Black oats - Ref Fodder radish      -821.4 670 29  -1.226  0.9820
##  LB Black oats - LB Fodder radish       -505.9 438 29  -1.154  0.9887
##  LB Black oats - SB Fodder radish       -443.5 670 29  -0.662  0.9999
##  LB Black oats - SS Fodder radish       -914.4 670 29  -1.365  0.9614
##  LB Black oats - Ref Tall fescue        -769.8 670 29  -1.149  0.9891
##  LB Black oats - LB Tall fescue         -454.3 438 29  -1.036  0.9953
##  LB Black oats - SB Tall fescue         -391.8 670 29  -0.585  1.0000
##  LB Black oats - SS Tall fescue         -862.7 670 29  -1.288  0.9743
##  SB Black oats - SS Black oats          -470.9 506 29  -0.930  0.9981
##  SB Black oats - Ref Fodder radish      -883.9 670 29  -1.320  0.9695
##  SB Black oats - LB Fodder radish       -568.3 670 29  -0.849  0.9992
##  SB Black oats - SB Fodder radish       -505.9 438 29  -1.154  0.9887
##  SB Black oats - SS Fodder radish       -976.8 670 29  -1.458  0.9403
##  SB Black oats - Ref Tall fescue        -832.2 670 29  -1.243  0.9802
##  SB Black oats - LB Tall fescue         -516.7 670 29  -0.771  0.9997
##  SB Black oats - SB Tall fescue         -454.3 438 29  -1.036  0.9953
##  SB Black oats - SS Tall fescue         -925.2 670 29  -1.381  0.9582
##  SS Black oats - Ref Fodder radish      -413.0 670 29  -0.617  1.0000
##  SS Black oats - LB Fodder radish        -97.4 670 29  -0.145  1.0000
##  SS Black oats - SB Fodder radish        -35.0 670 29  -0.052  1.0000
##  SS Black oats - SS Fodder radish       -505.9 438 29  -1.154  0.9887
##  SS Black oats - Ref Tall fescue        -361.3 670 29  -0.539  1.0000
##  SS Black oats - LB Tall fescue          -45.8 670 29  -0.068  1.0000
##  SS Black oats - SB Tall fescue           16.6 670 29   0.025  1.0000
##  SS Black oats - SS Tall fescue         -454.3 438 29  -1.036  0.9953
##  Ref Fodder radish - LB Fodder radish    315.6 506 29   0.623  1.0000
##  Ref Fodder radish - SB Fodder radish    378.0 506 29   0.747  0.9997
##  Ref Fodder radish - SS Fodder radish    -92.9 506 29  -0.184  1.0000
##  Ref Fodder radish - Ref Tall fescue      51.6 438 29   0.118  1.0000
##  Ref Fodder radish - LB Tall fescue      367.2 670 29   0.548  1.0000
##  Ref Fodder radish - SB Tall fescue      429.6 670 29   0.641  0.9999
##  Ref Fodder radish - SS Tall fescue      -41.3 670 29  -0.062  1.0000
##  LB Fodder radish - SB Fodder radish      62.4 506 29   0.123  1.0000
##  LB Fodder radish - SS Fodder radish    -408.5 506 29  -0.807  0.9995
##  LB Fodder radish - Ref Tall fescue     -263.9 670 29  -0.394  1.0000
##  LB Fodder radish - LB Tall fescue        51.6 438 29   0.118  1.0000
##  LB Fodder radish - SB Tall fescue       114.1 670 29   0.170  1.0000
##  LB Fodder radish - SS Tall fescue      -356.8 670 29  -0.533  1.0000
##  SB Fodder radish - SS Fodder radish    -470.9 506 29  -0.930  0.9981
##  SB Fodder radish - Ref Tall fescue     -326.3 670 29  -0.487  1.0000
##  SB Fodder radish - LB Tall fescue       -10.8 670 29  -0.016  1.0000
##  SB Fodder radish - SB Tall fescue        51.6 438 29   0.118  1.0000
##  SB Fodder radish - SS Tall fescue      -419.3 670 29  -0.626  1.0000
##  SS Fodder radish - Ref Tall fescue      144.6 670 29   0.216  1.0000
##  SS Fodder radish - LB Tall fescue       460.1 670 29   0.687  0.9999
##  SS Fodder radish - SB Tall fescue       522.5 670 29   0.780  0.9996
##  SS Fodder radish - SS Tall fescue        51.6 438 29   0.118  1.0000
##  Ref Tall fescue - LB Tall fescue        315.6 506 29   0.623  1.0000
##  Ref Tall fescue - SB Tall fescue        378.0 506 29   0.747  0.9997
##  Ref Tall fescue - SS Tall fescue        -92.9 506 29  -0.184  1.0000
##  LB Tall fescue - SB Tall fescue          62.4 506 29   0.123  1.0000
##  LB Tall fescue - SS Tall fescue        -408.5 506 29  -0.807  0.9995
##  SB Tall fescue - SS Tall fescue        -470.9 506 29  -0.930  0.9981
## 
## P value adjustment: tukey method for comparing a family of 12 estimates
## $emmeans
##  ondgr_bw emmean  SE df lower.CL upper.CL
##  Ref       19315 358 29    18582    20047
##  LB        18999 358 29    18267    19731
##  SB        18937 358 29    18204    19669
##  SS        19407 358 29    18675    20140
## 
## Results are averaged over the levels of: gr_bem 
## Confidence level used: 0.95 
## 
## $contrasts
##  contrast estimate  SE df t.ratio p.value
##  Ref - LB    315.6 506 29   0.623  0.9238
##  Ref - SB    378.0 506 29   0.747  0.8774
##  Ref - SS    -92.9 506 29  -0.184  0.9978
##  LB - SB      62.4 506 29   0.123  0.9993
##  LB - SS    -408.5 506 29  -0.807  0.8507
##  SB - SS    -470.9 506 29  -0.930  0.7890
## 
## Results are averaged over the levels of: gr_bem 
## P value adjustment: tukey method for comparing a family of 4 estimates

Dry matter concentration

##                 
##                  Black oats Fodder radish Tall fescue
##   Ref                    21            25          21
##   Compost                 0             4           0
##   LB                     21            21          21
##   LB extensive            0             4           0
##   LB Sand                 0             4           0
##   SB                     21            21          21
##   SS                     21            21          21
##   SS Caterpillar          0             6           0

## $model
## 
## Call:
## lm(formula = var1[[1]] ~ ondgr_bw + gr_bem + blok, data = dataset)
## 
## Coefficients:
##         (Intercept)           ondgr_bwLB           ondgr_bwSB  
##             35.6361              -1.7889              -0.8000  
##          ondgr_bwSS  gr_bemFodder radish    gr_bemTall fescue  
##             -1.1889              -0.1333              -0.5667  
##                blok  
##              1.0042  
## 
## 
## $anova
## Analysis of Variance Table
## 
## Response: var1[[1]]
##           Df Sum Sq Mean Sq F value   Pr(>F)   
## ondgr_bw   3 15.171  5.0570  1.9969 0.136452   
## gr_bem     2  2.107  1.0533  0.4159 0.663600   
## blok       1 24.200 24.2004  9.5560 0.004373 **
## Residuals 29 73.442  2.5325                    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
##  Exact one-sample Kolmogorov-Smirnov test
## 
## data:  resid(functie.model(var1))
## D = 0.067869, p-value = 0.9924
## alternative hypothesis: two-sided
## $emmeans
##  ondgr_bw gr_bem        emmean   SE df lower.CL upper.CL
##  Ref      Black oats      37.6 0.65 29     36.3     39.0
##  LB       Black oats      35.9 0.65 29     34.5     37.2
##  SB       Black oats      36.8 0.65 29     35.5     38.2
##  SS       Black oats      36.5 0.65 29     35.1     37.8
##  Ref      Fodder radish   37.5 0.65 29     36.2     38.8
##  LB       Fodder radish   35.7 0.65 29     34.4     37.1
##  SB       Fodder radish   36.7 0.65 29     35.4     38.0
##  SS       Fodder radish   36.3 0.65 29     35.0     37.7
##  Ref      Tall fescue     37.1 0.65 29     35.7     38.4
##  LB       Tall fescue     35.3 0.65 29     34.0     36.6
##  SB       Tall fescue     36.3 0.65 29     34.9     37.6
##  SS       Tall fescue     35.9 0.65 29     34.6     37.2
## 
## Confidence level used: 0.95 
## 
## $contrasts
##  contrast                             estimate    SE df t.ratio p.value
##  Ref Black oats - LB Black oats         1.7889 0.750 29   2.385  0.4459
##  Ref Black oats - SB Black oats         0.8000 0.750 29   1.066  0.9940
##  Ref Black oats - SS Black oats         1.1889 0.750 29   1.585  0.9010
##  Ref Black oats - Ref Fodder radish     0.1333 0.650 29   0.205  1.0000
##  Ref Black oats - LB Fodder radish      1.9222 0.992 29   1.937  0.7282
##  Ref Black oats - SB Fodder radish      0.9333 0.992 29   0.940  0.9979
##  Ref Black oats - SS Fodder radish      1.3222 0.992 29   1.332  0.9673
##  Ref Black oats - Ref Tall fescue       0.5667 0.650 29   0.872  0.9989
##  Ref Black oats - LB Tall fescue        2.3556 0.992 29   2.374  0.4526
##  Ref Black oats - SB Tall fescue        1.3667 0.992 29   1.377  0.9590
##  Ref Black oats - SS Tall fescue        1.7556 0.992 29   1.769  0.8211
##  LB Black oats - SB Black oats         -0.9889 0.750 29  -1.318  0.9697
##  LB Black oats - SS Black oats         -0.6000 0.750 29  -0.800  0.9995
##  LB Black oats - Ref Fodder radish     -1.6556 0.992 29  -1.668  0.8681
##  LB Black oats - LB Fodder radish       0.1333 0.650 29   0.205  1.0000
##  LB Black oats - SB Fodder radish      -0.8556 0.992 29  -0.862  0.9990
##  LB Black oats - SS Fodder radish      -0.4667 0.992 29  -0.470  1.0000
##  LB Black oats - Ref Tall fescue       -1.2222 0.992 29  -1.232  0.9815
##  LB Black oats - LB Tall fescue         0.5667 0.650 29   0.872  0.9989
##  LB Black oats - SB Tall fescue        -0.4222 0.992 29  -0.425  1.0000
##  LB Black oats - SS Tall fescue        -0.0333 0.992 29  -0.034  1.0000
##  SB Black oats - SS Black oats          0.3889 0.750 29   0.518  1.0000
##  SB Black oats - Ref Fodder radish     -0.6667 0.992 29  -0.672  0.9999
##  SB Black oats - LB Fodder radish       1.1222 0.992 29   1.131  0.9904
##  SB Black oats - SB Fodder radish       0.1333 0.650 29   0.205  1.0000
##  SB Black oats - SS Fodder radish       0.5222 0.992 29   0.526  1.0000
##  SB Black oats - Ref Tall fescue       -0.2333 0.992 29  -0.235  1.0000
##  SB Black oats - LB Tall fescue         1.5556 0.992 29   1.567  0.9072
##  SB Black oats - SB Tall fescue         0.5667 0.650 29   0.872  0.9989
##  SB Black oats - SS Tall fescue         0.9556 0.992 29   0.963  0.9975
##  SS Black oats - Ref Fodder radish     -1.0556 0.992 29  -1.064  0.9941
##  SS Black oats - LB Fodder radish       0.7333 0.992 29   0.739  0.9998
##  SS Black oats - SB Fodder radish      -0.2556 0.992 29  -0.258  1.0000
##  SS Black oats - SS Fodder radish       0.1333 0.650 29   0.205  1.0000
##  SS Black oats - Ref Tall fescue       -0.6222 0.992 29  -0.627  1.0000
##  SS Black oats - LB Tall fescue         1.1667 0.992 29   1.176  0.9870
##  SS Black oats - SB Tall fescue         0.1778 0.992 29   0.179  1.0000
##  SS Black oats - SS Tall fescue         0.5667 0.650 29   0.872  0.9989
##  Ref Fodder radish - LB Fodder radish   1.7889 0.750 29   2.385  0.4459
##  Ref Fodder radish - SB Fodder radish   0.8000 0.750 29   1.066  0.9940
##  Ref Fodder radish - SS Fodder radish   1.1889 0.750 29   1.585  0.9010
##  Ref Fodder radish - Ref Tall fescue    0.4333 0.650 29   0.667  0.9999
##  Ref Fodder radish - LB Tall fescue     2.2222 0.992 29   2.239  0.5370
##  Ref Fodder radish - SB Tall fescue     1.2333 0.992 29   1.243  0.9802
##  Ref Fodder radish - SS Tall fescue     1.6222 0.992 29   1.635  0.8820
##  LB Fodder radish - SB Fodder radish   -0.9889 0.750 29  -1.318  0.9697
##  LB Fodder radish - SS Fodder radish   -0.6000 0.750 29  -0.800  0.9995
##  LB Fodder radish - Ref Tall fescue    -1.3556 0.992 29  -1.366  0.9612
##  LB Fodder radish - LB Tall fescue      0.4333 0.650 29   0.667  0.9999
##  LB Fodder radish - SB Tall fescue     -0.5556 0.992 29  -0.560  1.0000
##  LB Fodder radish - SS Tall fescue     -0.1667 0.992 29  -0.168  1.0000
##  SB Fodder radish - SS Fodder radish    0.3889 0.750 29   0.518  1.0000
##  SB Fodder radish - Ref Tall fescue    -0.3667 0.992 29  -0.369  1.0000
##  SB Fodder radish - LB Tall fescue      1.4222 0.992 29   1.433  0.9467
##  SB Fodder radish - SB Tall fescue      0.4333 0.650 29   0.667  0.9999
##  SB Fodder radish - SS Tall fescue      0.8222 0.992 29   0.829  0.9993
##  SS Fodder radish - Ref Tall fescue    -0.7556 0.992 29  -0.761  0.9997
##  SS Fodder radish - LB Tall fescue      1.0333 0.992 29   1.041  0.9951
##  SS Fodder radish - SB Tall fescue      0.0444 0.992 29   0.045  1.0000
##  SS Fodder radish - SS Tall fescue      0.4333 0.650 29   0.667  0.9999
##  Ref Tall fescue - LB Tall fescue       1.7889 0.750 29   2.385  0.4459
##  Ref Tall fescue - SB Tall fescue       0.8000 0.750 29   1.066  0.9940
##  Ref Tall fescue - SS Tall fescue       1.1889 0.750 29   1.585  0.9010
##  LB Tall fescue - SB Tall fescue       -0.9889 0.750 29  -1.318  0.9697
##  LB Tall fescue - SS Tall fescue       -0.6000 0.750 29  -0.800  0.9995
##  SB Tall fescue - SS Tall fescue        0.3889 0.750 29   0.518  1.0000
## 
## P value adjustment: tukey method for comparing a family of 12 estimates

Sugar concentration

##                 
##                  Black oats Fodder radish Tall fescue
##   Ref                    21            25          21
##   Compost                 0             4           0
##   LB                     21            21          21
##   LB extensive            0             4           0
##   LB Sand                 0             4           0
##   SB                     21            21          21
##   SS                     21            21          21
##   SS Caterpillar          0             6           0

## $model
## 
## Call:
## lm(formula = var1[[1]] ~ ondgr_bw + gr_bem + blok, data = dataset)
## 
## Coefficients:
##         (Intercept)           ondgr_bwLB           ondgr_bwSB  
##             46.0278               0.7778              -2.4444  
##          ondgr_bwSS  gr_bemFodder radish    gr_bemTall fescue  
##             -0.7778               0.5000              -1.7500  
##                blok  
##              0.7500  
## 
## 
## $anova
## Analysis of Variance Table
## 
## Response: var1[[1]]
##           Df  Sum Sq Mean Sq F value Pr(>F)
## ondgr_bw   3   51.22  17.074  0.2306 0.8743
## gr_bem     2   33.50  16.750  0.2263 0.7989
## blok       1   13.50  13.500  0.1824 0.6725
## Residuals 29 2146.78  74.027
## 
##  Exact one-sample Kolmogorov-Smirnov test
## 
## data:  resid(functie.model(var1))
## D = 0.12757, p-value = 0.5581
## alternative hypothesis: two-sided
## $emmeans
##  ondgr_bw gr_bem        emmean   SE df lower.CL upper.CL
##  Ref      Black oats      47.5 3.51 29     40.3     54.7
##  LB       Black oats      48.3 3.51 29     41.1     55.5
##  SB       Black oats      45.1 3.51 29     37.9     52.3
##  SS       Black oats      46.8 3.51 29     39.6     53.9
##  Ref      Fodder radish   48.0 3.51 29     40.8     55.2
##  LB       Fodder radish   48.8 3.51 29     41.6     56.0
##  SB       Fodder radish   45.6 3.51 29     38.4     52.8
##  SS       Fodder radish   47.2 3.51 29     40.1     54.4
##  Ref      Tall fescue     45.8 3.51 29     38.6     53.0
##  LB       Tall fescue     46.6 3.51 29     39.4     53.7
##  SB       Tall fescue     43.3 3.51 29     36.1     50.5
##  SS       Tall fescue     45.0 3.51 29     37.8     52.2
## 
## Confidence level used: 0.95 
## 
## $contrasts
##  contrast                             estimate   SE df t.ratio p.value
##  Ref Black oats - LB Black oats        -0.7778 4.06 29  -0.192  1.0000
##  Ref Black oats - SB Black oats         2.4444 4.06 29   0.603  1.0000
##  Ref Black oats - SS Black oats         0.7778 4.06 29   0.192  1.0000
##  Ref Black oats - Ref Fodder radish    -0.5000 3.51 29  -0.142  1.0000
##  Ref Black oats - LB Fodder radish     -1.2778 5.37 29  -0.238  1.0000
##  Ref Black oats - SB Fodder radish      1.9444 5.37 29   0.362  1.0000
##  Ref Black oats - SS Fodder radish      0.2778 5.37 29   0.052  1.0000
##  Ref Black oats - Ref Tall fescue       1.7500 3.51 29   0.498  1.0000
##  Ref Black oats - LB Tall fescue        0.9722 5.37 29   0.181  1.0000
##  Ref Black oats - SB Tall fescue        4.1944 5.37 29   0.782  0.9996
##  Ref Black oats - SS Tall fescue        2.5278 5.37 29   0.471  1.0000
##  LB Black oats - SB Black oats          3.2222 4.06 29   0.794  0.9995
##  LB Black oats - SS Black oats          1.5556 4.06 29   0.384  1.0000
##  LB Black oats - Ref Fodder radish      0.2778 5.37 29   0.052  1.0000
##  LB Black oats - LB Fodder radish      -0.5000 3.51 29  -0.142  1.0000
##  LB Black oats - SB Fodder radish       2.7222 5.37 29   0.507  1.0000
##  LB Black oats - SS Fodder radish       1.0556 5.37 29   0.197  1.0000
##  LB Black oats - Ref Tall fescue        2.5278 5.37 29   0.471  1.0000
##  LB Black oats - LB Tall fescue         1.7500 3.51 29   0.498  1.0000
##  LB Black oats - SB Tall fescue         4.9722 5.37 29   0.927  0.9982
##  LB Black oats - SS Tall fescue         3.3056 5.37 29   0.616  1.0000
##  SB Black oats - SS Black oats         -1.6667 4.06 29  -0.411  1.0000
##  SB Black oats - Ref Fodder radish     -2.9444 5.37 29  -0.549  1.0000
##  SB Black oats - LB Fodder radish      -3.7222 5.37 29  -0.694  0.9999
##  SB Black oats - SB Fodder radish      -0.5000 3.51 29  -0.142  1.0000
##  SB Black oats - SS Fodder radish      -2.1667 5.37 29  -0.404  1.0000
##  SB Black oats - Ref Tall fescue       -0.6944 5.37 29  -0.129  1.0000
##  SB Black oats - LB Tall fescue        -1.4722 5.37 29  -0.274  1.0000
##  SB Black oats - SB Tall fescue         1.7500 3.51 29   0.498  1.0000
##  SB Black oats - SS Tall fescue         0.0833 5.37 29   0.016  1.0000
##  SS Black oats - Ref Fodder radish     -1.2778 5.37 29  -0.238  1.0000
##  SS Black oats - LB Fodder radish      -2.0556 5.37 29  -0.383  1.0000
##  SS Black oats - SB Fodder radish       1.1667 5.37 29   0.217  1.0000
##  SS Black oats - SS Fodder radish      -0.5000 3.51 29  -0.142  1.0000
##  SS Black oats - Ref Tall fescue        0.9722 5.37 29   0.181  1.0000
##  SS Black oats - LB Tall fescue         0.1944 5.37 29   0.036  1.0000
##  SS Black oats - SB Tall fescue         3.4167 5.37 29   0.637  0.9999
##  SS Black oats - SS Tall fescue         1.7500 3.51 29   0.498  1.0000
##  Ref Fodder radish - LB Fodder radish  -0.7778 4.06 29  -0.192  1.0000
##  Ref Fodder radish - SB Fodder radish   2.4444 4.06 29   0.603  1.0000
##  Ref Fodder radish - SS Fodder radish   0.7778 4.06 29   0.192  1.0000
##  Ref Fodder radish - Ref Tall fescue    2.2500 3.51 29   0.641  0.9999
##  Ref Fodder radish - LB Tall fescue     1.4722 5.37 29   0.274  1.0000
##  Ref Fodder radish - SB Tall fescue     4.6944 5.37 29   0.875  0.9989
##  Ref Fodder radish - SS Tall fescue     3.0278 5.37 29   0.564  1.0000
##  LB Fodder radish - SB Fodder radish    3.2222 4.06 29   0.794  0.9995
##  LB Fodder radish - SS Fodder radish    1.5556 4.06 29   0.384  1.0000
##  LB Fodder radish - Ref Tall fescue     3.0278 5.37 29   0.564  1.0000
##  LB Fodder radish - LB Tall fescue      2.2500 3.51 29   0.641  0.9999
##  LB Fodder radish - SB Tall fescue      5.4722 5.37 29   1.020  0.9958
##  LB Fodder radish - SS Tall fescue      3.8056 5.37 29   0.709  0.9998
##  SB Fodder radish - SS Fodder radish   -1.6667 4.06 29  -0.411  1.0000
##  SB Fodder radish - Ref Tall fescue    -0.1944 5.37 29  -0.036  1.0000
##  SB Fodder radish - LB Tall fescue     -0.9722 5.37 29  -0.181  1.0000
##  SB Fodder radish - SB Tall fescue      2.2500 3.51 29   0.641  0.9999
##  SB Fodder radish - SS Tall fescue      0.5833 5.37 29   0.109  1.0000
##  SS Fodder radish - Ref Tall fescue     1.4722 5.37 29   0.274  1.0000
##  SS Fodder radish - LB Tall fescue      0.6944 5.37 29   0.129  1.0000
##  SS Fodder radish - SB Tall fescue      3.9167 5.37 29   0.730  0.9998
##  SS Fodder radish - SS Tall fescue      2.2500 3.51 29   0.641  0.9999
##  Ref Tall fescue - LB Tall fescue      -0.7778 4.06 29  -0.192  1.0000
##  Ref Tall fescue - SB Tall fescue       2.4444 4.06 29   0.603  1.0000
##  Ref Tall fescue - SS Tall fescue       0.7778 4.06 29   0.192  1.0000
##  LB Tall fescue - SB Tall fescue        3.2222 4.06 29   0.794  0.9995
##  LB Tall fescue - SS Tall fescue        1.5556 4.06 29   0.384  1.0000
##  SB Tall fescue - SS Tall fescue       -1.6667 4.06 29  -0.411  1.0000
## 
## P value adjustment: tukey method for comparing a family of 12 estimates

Neutral detergent fiber

##                 
##                  Black oats Fodder radish Tall fescue
##   Ref                    21            25          21
##   Compost                 0             4           0
##   LB                     21            21          21
##   LB extensive            0             4           0
##   LB Sand                 0             4           0
##   SB                     21            21          21
##   SS                     21            21          21
##   SS Caterpillar          0             6           0

## $model
## 
## Call:
## lm(formula = var1[[1]] ~ ondgr_bw + gr_bem + blok, data = dataset)
## 
## Coefficients:
##         (Intercept)           ondgr_bwLB           ondgr_bwSB  
##            362.3611              16.8889              14.6667  
##          ondgr_bwSS  gr_bemFodder radish    gr_bemTall fescue  
##              8.6667              -0.3333               9.8333  
##                blok  
##             -0.8750  
## 
## 
## $anova
## Analysis of Variance Table
## 
## Response: var1[[1]]
##           Df  Sum Sq Mean Sq F value Pr(>F)
## ondgr_bw   3  1539.0  513.00  0.7514 0.5305
## gr_bem     2   800.7  400.33  0.5864 0.5628
## blok       1    18.4   18.37  0.0269 0.8708
## Residuals 29 19799.0  682.72
## 
##  Exact one-sample Kolmogorov-Smirnov test
## 
## data:  resid(functie.model(var1))
## D = 0.085834, p-value = 0.9329
## alternative hypothesis: two-sided
## $emmeans
##  ondgr_bw gr_bem        emmean   SE df lower.CL upper.CL
##  Ref      Black oats       361 10.7 29      339      382
##  LB       Black oats       378 10.7 29      356      399
##  SB       Black oats       375 10.7 29      353      397
##  SS       Black oats       369 10.7 29      347      391
##  Ref      Fodder radish    360 10.7 29      338      382
##  LB       Fodder radish    377 10.7 29      355      399
##  SB       Fodder radish    375 10.7 29      353      397
##  SS       Fodder radish    369 10.7 29      347      391
##  Ref      Tall fescue      370 10.7 29      349      392
##  LB       Tall fescue      387 10.7 29      366      409
##  SB       Tall fescue      385 10.7 29      363      407
##  SS       Tall fescue      379 10.7 29      357      401
## 
## Confidence level used: 0.95 
## 
## $contrasts
##  contrast                             estimate   SE df t.ratio p.value
##  Ref Black oats - LB Black oats        -16.889 12.3 29  -1.371  0.9602
##  Ref Black oats - SB Black oats        -14.667 12.3 29  -1.191  0.9856
##  Ref Black oats - SS Black oats         -8.667 12.3 29  -0.704  0.9999
##  Ref Black oats - Ref Fodder radish      0.333 10.7 29   0.031  1.0000
##  Ref Black oats - LB Fodder radish     -16.556 16.3 29  -1.016  0.9960
##  Ref Black oats - SB Fodder radish     -14.333 16.3 29  -0.880  0.9989
##  Ref Black oats - SS Fodder radish      -8.333 16.3 29  -0.511  1.0000
##  Ref Black oats - Ref Tall fescue       -9.833 10.7 29  -0.922  0.9983
##  Ref Black oats - LB Tall fescue       -26.722 16.3 29  -1.640  0.8798
##  Ref Black oats - SB Tall fescue       -24.500 16.3 29  -1.504  0.9277
##  Ref Black oats - SS Tall fescue       -18.500 16.3 29  -1.135  0.9901
##  LB Black oats - SB Black oats           2.222 12.3 29   0.180  1.0000
##  LB Black oats - SS Black oats           8.222 12.3 29   0.668  0.9999
##  LB Black oats - Ref Fodder radish      17.222 16.3 29   1.057  0.9944
##  LB Black oats - LB Fodder radish        0.333 10.7 29   0.031  1.0000
##  LB Black oats - SB Fodder radish        2.556 16.3 29   0.157  1.0000
##  LB Black oats - SS Fodder radish        8.556 16.3 29   0.525  1.0000
##  LB Black oats - Ref Tall fescue         7.056 16.3 29   0.433  1.0000
##  LB Black oats - LB Tall fescue         -9.833 10.7 29  -0.922  0.9983
##  LB Black oats - SB Tall fescue         -7.611 16.3 29  -0.467  1.0000
##  LB Black oats - SS Tall fescue         -1.611 16.3 29  -0.099  1.0000
##  SB Black oats - SS Black oats           6.000 12.3 29   0.487  1.0000
##  SB Black oats - Ref Fodder radish      15.000 16.3 29   0.921  0.9983
##  SB Black oats - LB Fodder radish       -1.889 16.3 29  -0.116  1.0000
##  SB Black oats - SB Fodder radish        0.333 10.7 29   0.031  1.0000
##  SB Black oats - SS Fodder radish        6.333 16.3 29   0.389  1.0000
##  SB Black oats - Ref Tall fescue         4.833 16.3 29   0.297  1.0000
##  SB Black oats - LB Tall fescue        -12.056 16.3 29  -0.740  0.9998
##  SB Black oats - SB Tall fescue         -9.833 10.7 29  -0.922  0.9983
##  SB Black oats - SS Tall fescue         -3.833 16.3 29  -0.235  1.0000
##  SS Black oats - Ref Fodder radish       9.000 16.3 29   0.552  1.0000
##  SS Black oats - LB Fodder radish       -7.889 16.3 29  -0.484  1.0000
##  SS Black oats - SB Fodder radish       -5.667 16.3 29  -0.348  1.0000
##  SS Black oats - SS Fodder radish        0.333 10.7 29   0.031  1.0000
##  SS Black oats - Ref Tall fescue        -1.167 16.3 29  -0.072  1.0000
##  SS Black oats - LB Tall fescue        -18.056 16.3 29  -1.108  0.9918
##  SS Black oats - SB Tall fescue        -15.833 16.3 29  -0.972  0.9972
##  SS Black oats - SS Tall fescue         -9.833 10.7 29  -0.922  0.9983
##  Ref Fodder radish - LB Fodder radish  -16.889 12.3 29  -1.371  0.9602
##  Ref Fodder radish - SB Fodder radish  -14.667 12.3 29  -1.191  0.9856
##  Ref Fodder radish - SS Fodder radish   -8.667 12.3 29  -0.704  0.9999
##  Ref Fodder radish - Ref Tall fescue   -10.167 10.7 29  -0.953  0.9977
##  Ref Fodder radish - LB Tall fescue    -27.056 16.3 29  -1.660  0.8714
##  Ref Fodder radish - SB Tall fescue    -24.833 16.3 29  -1.524  0.9215
##  Ref Fodder radish - SS Tall fescue    -18.833 16.3 29  -1.156  0.9886
##  LB Fodder radish - SB Fodder radish     2.222 12.3 29   0.180  1.0000
##  LB Fodder radish - SS Fodder radish     8.222 12.3 29   0.668  0.9999
##  LB Fodder radish - Ref Tall fescue      6.722 16.3 29   0.413  1.0000
##  LB Fodder radish - LB Tall fescue     -10.167 10.7 29  -0.953  0.9977
##  LB Fodder radish - SB Tall fescue      -7.944 16.3 29  -0.488  1.0000
##  LB Fodder radish - SS Tall fescue      -1.944 16.3 29  -0.119  1.0000
##  SB Fodder radish - SS Fodder radish     6.000 12.3 29   0.487  1.0000
##  SB Fodder radish - Ref Tall fescue      4.500 16.3 29   0.276  1.0000
##  SB Fodder radish - LB Tall fescue     -12.389 16.3 29  -0.760  0.9997
##  SB Fodder radish - SB Tall fescue     -10.167 10.7 29  -0.953  0.9977
##  SB Fodder radish - SS Tall fescue      -4.167 16.3 29  -0.256  1.0000
##  SS Fodder radish - Ref Tall fescue     -1.500 16.3 29  -0.092  1.0000
##  SS Fodder radish - LB Tall fescue     -18.389 16.3 29  -1.129  0.9905
##  SS Fodder radish - SB Tall fescue     -16.167 16.3 29  -0.992  0.9967
##  SS Fodder radish - SS Tall fescue     -10.167 10.7 29  -0.953  0.9977
##  Ref Tall fescue - LB Tall fescue      -16.889 12.3 29  -1.371  0.9602
##  Ref Tall fescue - SB Tall fescue      -14.667 12.3 29  -1.191  0.9856
##  Ref Tall fescue - SS Tall fescue       -8.667 12.3 29  -0.704  0.9999
##  LB Tall fescue - SB Tall fescue         2.222 12.3 29   0.180  1.0000
##  LB Tall fescue - SS Tall fescue         8.222 12.3 29   0.668  0.9999
##  SB Tall fescue - SS Tall fescue         6.000 12.3 29   0.487  1.0000
## 
## P value adjustment: tukey method for comparing a family of 12 estimates

VEM Voeder Eenheid Melk

##                 
##                  Black oats Fodder radish Tall fescue
##   Ref                    21            25          21
##   Compost                 0             4           0
##   LB                     21            21          21
##   LB extensive            0             4           0
##   LB Sand                 0             4           0
##   SB                     21            21          21
##   SS                     21            21          21
##   SS Caterpillar          0             6           0

## $model
## 
## Call:
## lm(formula = var1[[1]] ~ ondgr_bw + gr_bem + blok, data = dataset)
## 
## Coefficients:
##         (Intercept)           ondgr_bwLB           ondgr_bwSB  
##            1018.472              -16.889               -9.222  
##          ondgr_bwSS  gr_bemFodder radish    gr_bemTall fescue  
##             -14.778                4.750              -10.167  
##                blok  
##               2.500  
## 
## 
## $anova
## Analysis of Variance Table
## 
## Response: var1[[1]]
##           Df  Sum Sq Mean Sq F value Pr(>F)
## ondgr_bw   3  1536.2  512.07  0.6608 0.5828
## gr_bem     2  1393.7  696.86  0.8993 0.4179
## blok       1   150.0  150.00  0.1936 0.6632
## Residuals 29 22472.9  774.93
## 
##  Exact one-sample Kolmogorov-Smirnov test
## 
## data:  resid(functie.model(var1))
## D = 0.085754, p-value = 0.9334
## alternative hypothesis: two-sided
## $emmeans
##  ondgr_bw gr_bem        emmean   SE df lower.CL upper.CL
##  Ref      Black oats      1023 11.4 29     1000     1047
##  LB       Black oats      1007 11.4 29      983     1030
##  SB       Black oats      1014 11.4 29      991     1037
##  SS       Black oats      1009 11.4 29      985     1032
##  Ref      Fodder radish   1028 11.4 29     1005     1051
##  LB       Fodder radish   1011 11.4 29      988     1035
##  SB       Fodder radish   1019 11.4 29      996     1042
##  SS       Fodder radish   1013 11.4 29      990     1037
##  Ref      Tall fescue     1013 11.4 29      990     1037
##  LB       Tall fescue      996 11.4 29      973     1020
##  SB       Tall fescue     1004 11.4 29      981     1027
##  SS       Tall fescue      999 11.4 29      975     1022
## 
## Confidence level used: 0.95 
## 
## $contrasts
##  contrast                             estimate   SE df t.ratio p.value
##  Ref Black oats - LB Black oats         16.889 13.1 29   1.287  0.9744
##  Ref Black oats - SB Black oats          9.222 13.1 29   0.703  0.9999
##  Ref Black oats - SS Black oats         14.778 13.1 29   1.126  0.9907
##  Ref Black oats - Ref Fodder radish     -4.750 11.4 29  -0.418  1.0000
##  Ref Black oats - LB Fodder radish      12.139 17.4 29   0.699  0.9999
##  Ref Black oats - SB Fodder radish       4.472 17.4 29   0.258  1.0000
##  Ref Black oats - SS Fodder radish      10.028 17.4 29   0.578  1.0000
##  Ref Black oats - Ref Tall fescue       10.167 11.4 29   0.895  0.9987
##  Ref Black oats - LB Tall fescue        27.056 17.4 29   1.559  0.9102
##  Ref Black oats - SB Tall fescue        19.389 17.4 29   1.117  0.9913
##  Ref Black oats - SS Tall fescue        24.944 17.4 29   1.437  0.9457
##  LB Black oats - SB Black oats          -7.667 13.1 29  -0.584  1.0000
##  LB Black oats - SS Black oats          -2.111 13.1 29  -0.161  1.0000
##  LB Black oats - Ref Fodder radish     -21.639 17.4 29  -1.246  0.9797
##  LB Black oats - LB Fodder radish       -4.750 11.4 29  -0.418  1.0000
##  LB Black oats - SB Fodder radish      -12.417 17.4 29  -0.715  0.9998
##  LB Black oats - SS Fodder radish       -6.861 17.4 29  -0.395  1.0000
##  LB Black oats - Ref Tall fescue        -6.722 17.4 29  -0.387  1.0000
##  LB Black oats - LB Tall fescue         10.167 11.4 29   0.895  0.9987
##  LB Black oats - SB Tall fescue          2.500 17.4 29   0.144  1.0000
##  LB Black oats - SS Tall fescue          8.056 17.4 29   0.464  1.0000
##  SB Black oats - SS Black oats           5.556 13.1 29   0.423  1.0000
##  SB Black oats - Ref Fodder radish     -13.972 17.4 29  -0.805  0.9995
##  SB Black oats - LB Fodder radish        2.917 17.4 29   0.168  1.0000
##  SB Black oats - SB Fodder radish       -4.750 11.4 29  -0.418  1.0000
##  SB Black oats - SS Fodder radish        0.806 17.4 29   0.046  1.0000
##  SB Black oats - Ref Tall fescue         0.944 17.4 29   0.054  1.0000
##  SB Black oats - LB Tall fescue         17.833 17.4 29   1.027  0.9956
##  SB Black oats - SB Tall fescue         10.167 11.4 29   0.895  0.9987
##  SB Black oats - SS Tall fescue         15.722 17.4 29   0.906  0.9985
##  SS Black oats - Ref Fodder radish     -19.528 17.4 29  -1.125  0.9908
##  SS Black oats - LB Fodder radish       -2.639 17.4 29  -0.152  1.0000
##  SS Black oats - SB Fodder radish      -10.306 17.4 29  -0.594  1.0000
##  SS Black oats - SS Fodder radish       -4.750 11.4 29  -0.418  1.0000
##  SS Black oats - Ref Tall fescue        -4.611 17.4 29  -0.266  1.0000
##  SS Black oats - LB Tall fescue         12.278 17.4 29   0.707  0.9998
##  SS Black oats - SB Tall fescue          4.611 17.4 29   0.266  1.0000
##  SS Black oats - SS Tall fescue         10.167 11.4 29   0.895  0.9987
##  Ref Fodder radish - LB Fodder radish   16.889 13.1 29   1.287  0.9744
##  Ref Fodder radish - SB Fodder radish    9.222 13.1 29   0.703  0.9999
##  Ref Fodder radish - SS Fodder radish   14.778 13.1 29   1.126  0.9907
##  Ref Fodder radish - Ref Tall fescue    14.917 11.4 29   1.313  0.9706
##  Ref Fodder radish - LB Tall fescue     31.806 17.4 29   1.832  0.7881
##  Ref Fodder radish - SB Tall fescue     24.139 17.4 29   1.391  0.9563
##  Ref Fodder radish - SS Tall fescue     29.694 17.4 29   1.711  0.8493
##  LB Fodder radish - SB Fodder radish    -7.667 13.1 29  -0.584  1.0000
##  LB Fodder radish - SS Fodder radish    -2.111 13.1 29  -0.161  1.0000
##  LB Fodder radish - Ref Tall fescue     -1.972 17.4 29  -0.114  1.0000
##  LB Fodder radish - LB Tall fescue      14.917 11.4 29   1.313  0.9706
##  LB Fodder radish - SB Tall fescue       7.250 17.4 29   0.418  1.0000
##  LB Fodder radish - SS Tall fescue      12.806 17.4 29   0.738  0.9998
##  SB Fodder radish - SS Fodder radish     5.556 13.1 29   0.423  1.0000
##  SB Fodder radish - Ref Tall fescue      5.694 17.4 29   0.328  1.0000
##  SB Fodder radish - LB Tall fescue      22.583 17.4 29   1.301  0.9724
##  SB Fodder radish - SB Tall fescue      14.917 11.4 29   1.313  0.9706
##  SB Fodder radish - SS Tall fescue      20.472 17.4 29   1.179  0.9866
##  SS Fodder radish - Ref Tall fescue      0.139 17.4 29   0.008  1.0000
##  SS Fodder radish - LB Tall fescue      17.028 17.4 29   0.981  0.9970
##  SS Fodder radish - SB Tall fescue       9.361 17.4 29   0.539  1.0000
##  SS Fodder radish - SS Tall fescue      14.917 11.4 29   1.313  0.9706
##  Ref Tall fescue - LB Tall fescue       16.889 13.1 29   1.287  0.9744
##  Ref Tall fescue - SB Tall fescue        9.222 13.1 29   0.703  0.9999
##  Ref Tall fescue - SS Tall fescue       14.778 13.1 29   1.126  0.9907
##  LB Tall fescue - SB Tall fescue        -7.667 13.1 29  -0.584  1.0000
##  LB Tall fescue - SS Tall fescue        -2.111 13.1 29  -0.161  1.0000
##  SB Tall fescue - SS Tall fescue         5.556 13.1 29   0.423  1.0000
## 
## P value adjustment: tukey method for comparing a family of 12 estimates

### NDF digestibility

##                 
##                  Black oats Fodder radish Tall fescue
##   Ref                    21            25          21
##   Compost                 0             4           0
##   LB                     21            21          21
##   LB extensive            0             4           0
##   LB Sand                 0             4           0
##   SB                     21            21          21
##   SS                     21            21          21
##   SS Caterpillar          0             6           0

## $model
## 
## Call:
## lm(formula = var1[[1]] ~ ondgr_bw + gr_bem + blok, data = dataset)
## 
## Coefficients:
##         (Intercept)           ondgr_bwLB           ondgr_bwSB  
##             55.8833              -0.9444              -1.2889  
##          ondgr_bwSS  gr_bemFodder radish    gr_bemTall fescue  
##             -1.8000              -0.6583              -0.9667  
##                blok  
##              0.4292  
## 
## 
## $anova
## Analysis of Variance Table
## 
## Response: var1[[1]]
##           Df  Sum Sq Mean Sq F value Pr(>F)
## ondgr_bw   3  15.536  5.1788  0.7376 0.5382
## gr_bem     2   5.852  2.9258  0.4167 0.6631
## blok       1   4.420  4.4204  0.6296 0.4340
## Residuals 29 203.619  7.0213
## 
##  Exact one-sample Kolmogorov-Smirnov test
## 
## data:  resid(functie.model(var1))
## D = 0.10133, p-value = 0.8177
## alternative hypothesis: two-sided
## $emmeans
##  ondgr_bw gr_bem        emmean   SE df lower.CL upper.CL
##  Ref      Black oats      56.7 1.08 29     54.5     59.0
##  LB       Black oats      55.8 1.08 29     53.6     58.0
##  SB       Black oats      55.5 1.08 29     53.2     57.7
##  SS       Black oats      54.9 1.08 29     52.7     57.2
##  Ref      Fodder radish   56.1 1.08 29     53.9     58.3
##  LB       Fodder radish   55.1 1.08 29     52.9     57.4
##  SB       Fodder radish   54.8 1.08 29     52.6     57.0
##  SS       Fodder radish   54.3 1.08 29     52.1     56.5
##  Ref      Tall fescue     55.8 1.08 29     53.6     58.0
##  LB       Tall fescue     54.8 1.08 29     52.6     57.0
##  SB       Tall fescue     54.5 1.08 29     52.3     56.7
##  SS       Tall fescue     54.0 1.08 29     51.8     56.2
## 
## Confidence level used: 0.95 
## 
## $contrasts
##  contrast                             estimate   SE df t.ratio p.value
##  Ref Black oats - LB Black oats         0.9444 1.25 29   0.756  0.9997
##  Ref Black oats - SB Black oats         1.2889 1.25 29   1.032  0.9954
##  Ref Black oats - SS Black oats         1.8000 1.25 29   1.441  0.9447
##  Ref Black oats - Ref Fodder radish     0.6583 1.08 29   0.609  1.0000
##  Ref Black oats - LB Fodder radish      1.6028 1.65 29   0.970  0.9973
##  Ref Black oats - SB Fodder radish      1.9472 1.65 29   1.178  0.9867
##  Ref Black oats - SS Fodder radish      2.4583 1.65 29   1.488  0.9323
##  Ref Black oats - Ref Tall fescue       0.9667 1.08 29   0.894  0.9987
##  Ref Black oats - LB Tall fescue        1.9111 1.65 29   1.157  0.9885
##  Ref Black oats - SB Tall fescue        2.2556 1.65 29   1.365  0.9614
##  Ref Black oats - SS Tall fescue        2.7667 1.65 29   1.674  0.8654
##  LB Black oats - SB Black oats          0.3444 1.25 29   0.276  1.0000
##  LB Black oats - SS Black oats          0.8556 1.25 29   0.685  0.9999
##  LB Black oats - Ref Fodder radish     -0.2861 1.65 29  -0.173  1.0000
##  LB Black oats - LB Fodder radish       0.6583 1.08 29   0.609  1.0000
##  LB Black oats - SB Fodder radish       1.0028 1.65 29   0.607  1.0000
##  LB Black oats - SS Fodder radish       1.5139 1.65 29   0.916  0.9983
##  LB Black oats - Ref Tall fescue        0.0222 1.65 29   0.013  1.0000
##  LB Black oats - LB Tall fescue         0.9667 1.08 29   0.894  0.9987
##  LB Black oats - SB Tall fescue         1.3111 1.65 29   0.793  0.9996
##  LB Black oats - SS Tall fescue         1.8222 1.65 29   1.103  0.9921
##  SB Black oats - SS Black oats          0.5111 1.25 29   0.409  1.0000
##  SB Black oats - Ref Fodder radish     -0.6306 1.65 29  -0.382  1.0000
##  SB Black oats - LB Fodder radish       0.3139 1.65 29   0.190  1.0000
##  SB Black oats - SB Fodder radish       0.6583 1.08 29   0.609  1.0000
##  SB Black oats - SS Fodder radish       1.1694 1.65 29   0.708  0.9998
##  SB Black oats - Ref Tall fescue       -0.3222 1.65 29  -0.195  1.0000
##  SB Black oats - LB Tall fescue         0.6222 1.65 29   0.377  1.0000
##  SB Black oats - SB Tall fescue         0.9667 1.08 29   0.894  0.9987
##  SB Black oats - SS Tall fescue         1.4778 1.65 29   0.894  0.9987
##  SS Black oats - Ref Fodder radish     -1.1417 1.65 29  -0.691  0.9999
##  SS Black oats - LB Fodder radish      -0.1972 1.65 29  -0.119  1.0000
##  SS Black oats - SB Fodder radish       0.1472 1.65 29   0.089  1.0000
##  SS Black oats - SS Fodder radish       0.6583 1.08 29   0.609  1.0000
##  SS Black oats - Ref Tall fescue       -0.8333 1.65 29  -0.504  1.0000
##  SS Black oats - LB Tall fescue         0.1111 1.65 29   0.067  1.0000
##  SS Black oats - SB Tall fescue         0.4556 1.65 29   0.276  1.0000
##  SS Black oats - SS Tall fescue         0.9667 1.08 29   0.894  0.9987
##  Ref Fodder radish - LB Fodder radish   0.9444 1.25 29   0.756  0.9997
##  Ref Fodder radish - SB Fodder radish   1.2889 1.25 29   1.032  0.9954
##  Ref Fodder radish - SS Fodder radish   1.8000 1.25 29   1.441  0.9447
##  Ref Fodder radish - Ref Tall fescue    0.3083 1.08 29   0.285  1.0000
##  Ref Fodder radish - LB Tall fescue     1.2528 1.65 29   0.758  0.9997
##  Ref Fodder radish - SB Tall fescue     1.5972 1.65 29   0.967  0.9974
##  Ref Fodder radish - SS Tall fescue     2.1083 1.65 29   1.276  0.9760
##  LB Fodder radish - SB Fodder radish    0.3444 1.25 29   0.276  1.0000
##  LB Fodder radish - SS Fodder radish    0.8556 1.25 29   0.685  0.9999
##  LB Fodder radish - Ref Tall fescue    -0.6361 1.65 29  -0.385  1.0000
##  LB Fodder radish - LB Tall fescue      0.3083 1.08 29   0.285  1.0000
##  LB Fodder radish - SB Tall fescue      0.6528 1.65 29   0.395  1.0000
##  LB Fodder radish - SS Tall fescue      1.1639 1.65 29   0.704  0.9999
##  SB Fodder radish - SS Fodder radish    0.5111 1.25 29   0.409  1.0000
##  SB Fodder radish - Ref Tall fescue    -0.9806 1.65 29  -0.593  1.0000
##  SB Fodder radish - LB Tall fescue     -0.0361 1.65 29  -0.022  1.0000
##  SB Fodder radish - SB Tall fescue      0.3083 1.08 29   0.285  1.0000
##  SB Fodder radish - SS Tall fescue      0.8194 1.65 29   0.496  1.0000
##  SS Fodder radish - Ref Tall fescue    -1.4917 1.65 29  -0.903  0.9986
##  SS Fodder radish - LB Tall fescue     -0.5472 1.65 29  -0.331  1.0000
##  SS Fodder radish - SB Tall fescue     -0.2028 1.65 29  -0.123  1.0000
##  SS Fodder radish - SS Tall fescue      0.3083 1.08 29   0.285  1.0000
##  Ref Tall fescue - LB Tall fescue       0.9444 1.25 29   0.756  0.9997
##  Ref Tall fescue - SB Tall fescue       1.2889 1.25 29   1.032  0.9954
##  Ref Tall fescue - SS Tall fescue       1.8000 1.25 29   1.441  0.9447
##  LB Tall fescue - SB Tall fescue        0.3444 1.25 29   0.276  1.0000
##  LB Tall fescue - SS Tall fescue        0.8556 1.25 29   0.685  0.9999
##  SB Tall fescue - SS Tall fescue        0.5111 1.25 29   0.409  1.0000
## 
## P value adjustment: tukey method for comparing a family of 12 estimates