Introduction

The results of the analysis are presented using the following structure:

  1. Searchable High‑Level Summary: Provides a brief overview of the key findings from our analysis with a table of effects
  2. Visualisation, Descriptive Statistics and Diagnostics by Variable: Exploratory data analysis and model diagnostics for each behavioral measure
  3. Searchable ROPE Analysis Table: Model diagnostics to check the fit of the models

Effects of Interest

Searchable High‑Level Summary

Enter search terms in the column headers to filter the table below

Note: TD in the Higher column indicates a Trend Difference for the continuous variable.

Visualisation, Descriptive Statistics and Diagnostics by Variable

Bar Plot

Density Plot

Sucrose Preference 1 Hour by Grouping Variables
Diet Sex n Mean SD Min Max % of Zeros Zero Flag
Control M 7.0 81.4 12.1 62.8 94.5 0.0
Control F 6.0 80.4 6.6 68.8 87.1 0.0
CR25 M 7.0 77.7 16.6 40.9 89.1 0.0
CR25 F 7.0 81.2 10.7 64.2 93.5 0.0
CRA M 7.0 88.2 9.0 70.7 96.7 0.0
CRA F 7.0 85.4 12.0 69.2 98.7 0.0
CRV M 7.0 72.6 33.2 0.3 95.0 0.0
CRV F 7.0 76.5 16.8 54.9 93.1 0.0
Warning symbols: * = >40% zeros in this group, ! = >20% zeros in entire sample Either flag triggers the use of a binary choice model.

Summary Table

Model Summary
Family: beta
Parameter Estimate Std. Error 2.5% CI 97.5% CI Type
Fixed Effects
Intercept 1.171 0.288 0.610 1.741 Fixed Effects
DietCR25 −0.085 0.399 −0.856 0.707 Fixed Effects
DietCRA 0.377 0.403 −0.408 1.176 Fixed Effects
DietCRV −0.453 0.395 −1.228 0.326 Fixed Effects
SexF 0.007 0.370 −0.706 0.735 Fixed Effects
DietCR25:SexF 0.104 0.528 −0.936 1.154 Fixed Effects
DietCRA:SexF 0.032 0.535 −1.012 1.071 Fixed Effects
DietCRV:SexF 0.326 0.523 −0.695 1.364 Fixed Effects

Posterior Check

Convergence

Effect Median [95% HDI] Direction Prob. ROPE %
Diet: Control vs CR25
Diet: Control vs CR25 0.05 [-0.58, 0.74] 55.80 45.10
Diet: Control vs CRA
Diet: Control vs CRA -0.39 [-1.05, 0.35] 87.25 25.05
Diet: Control vs CRV
Diet: Control vs CRV 0.30 [-0.45, 0.90] 80.85 30.55
Diet: CR25 vs CRA
Diet: CR25 vs CRA -0.43 [-1.09, 0.30] 87.85 23.40
Diet: CR25 vs CRV
Diet: CR25 vs CRV 0.25 [-0.37, 1.01] 76.55 35.70
Diet: CRA vs CRV
Diet: CRA vs CRV 0.68 [-0.00, 1.35] 97.55 7.30
Sex: M vs F
Sex: M vs F -0.12 [-0.61, 0.40] 67.80 52.80

Effect Median [95% HDI] Direction Prob. ROPE %
Diet × Sex: Diet: Control vs CR25 × Sex: M vs F
Diet × Sex: Diet: Control vs CR25 × Sex: M vs F 0.09 [-0.96, 1.01] 56.90 29.50
Diet × Sex: Diet: Control vs CRA × Sex: M vs F
Diet × Sex: Diet: Control vs CRA × Sex: M vs F 0.03 [-0.98, 1.06] 52.60 29.65
Diet × Sex: Diet: Control vs CRV × Sex: M vs F
Diet × Sex: Diet: Control vs CRV × Sex: M vs F 0.35 [-0.64, 1.39] 74.85 24.00
Diet × Sex: Diet: CR25 vs CRA × Sex: M vs F
Diet × Sex: Diet: CR25 vs CRA × Sex: M vs F -0.04 [-1.21, 1.29] 52.60 25.65
Diet × Sex: Diet: CR25 vs CRV × Sex: M vs F
Diet × Sex: Diet: CR25 vs CRV × Sex: M vs F 0.27 [-0.99, 1.40] 66.20 22.15
Diet × Sex: Diet: CRA vs CRV × Sex: M vs F
Diet × Sex: Diet: CRA vs CRV × Sex: M vs F 0.31 [-0.91, 1.59] 68.75 21.45

Effect Median [95% HDI] Direction Prob. ROPE %
Diet × Sex: Control M vs CR25 F
Diet × Sex: Control M vs CR25 F 0.00 [-0.91, 0.88] 50.10 33.15
Diet × Sex: Control F vs CR25 M
Diet × Sex: Control F vs CR25 M 0.09 [-0.81, 1.06] 57.25 33.30
Diet × Sex: Control M vs CRA F
Diet × Sex: Control M vs CRA F -0.41 [-1.32, 0.49] 82.05 24.00
Diet × Sex: Control F vs CRA M
Diet × Sex: Control F vs CRA M -0.36 [-1.29, 0.58] 77.10 25.60
Diet × Sex: Control M vs CRV F
Diet × Sex: Control M vs CRV F 0.13 [-0.76, 1.09] 61.80 34.25
Diet × Sex: Control F vs CRV M
Diet × Sex: Control F vs CRV M 0.45 [-0.43, 1.46] 84.75 21.00
Diet × Sex: CR25 M vs CRA F
Diet × Sex: CR25 M vs CRA F -0.50 [-1.35, 0.59] 84.50 19.40
Diet × Sex: CR25 F vs CRA M
Diet × Sex: CR25 F vs CRA M -0.36 [-1.36, 0.56] 78.15 24.35
Diet × Sex: CR25 M vs CRV F
Diet × Sex: CR25 M vs CRV F 0.02 [-0.94, 0.94] 52.30 33.50
Diet × Sex: CR25 F vs CRV M
Diet × Sex: CR25 F vs CRV M 0.47 [-0.46, 1.43] 84.40 20.35
Diet × Sex: CRA M vs CRV F
Diet × Sex: CRA M vs CRV F 0.48 [-0.45, 1.44] 84.85 20.10
Diet × Sex: CRA F vs CRV M
Diet × Sex: CRA F vs CRV M 0.86 [0.02, 1.88] 97.10 6.20

Effect Median [95% HDI] Direction Prob. ROPE %
Diet: Control vs CR25 (Sex=M)
Diet: Control vs CR25 (Sex=M) 0.10 [-0.70, 0.85] 60.95 38.45
Diet: Control vs CR25 (Sex=F)
Diet: Control vs CR25 (Sex=F) 0.00 [-0.89, 0.84] 50.40 34.65
Diet: Control vs CRA (Sex=M)
Diet: Control vs CRA (Sex=M) -0.39 [-1.18, 0.44] 82.45 25.25
Diet: Control vs CRA (Sex=F)
Diet: Control vs CRA (Sex=F) -0.38 [-1.38, 0.45] 80.30 25.50
Diet: Control vs CRV (Sex=M)
Diet: Control vs CRV (Sex=M) 0.47 [-0.32, 1.22] 86.75 20.60
Diet: Control vs CRV (Sex=F)
Diet: Control vs CRV (Sex=F) 0.14 [-0.74, 1.02] 62.20 32.90
Diet: CR25 vs CRA (Sex=M)
Diet: CR25 vs CRA (Sex=M) -0.48 [-1.44, 0.37] 86.25 20.05
Diet: CR25 vs CRA (Sex=F)
Diet: CR25 vs CRA (Sex=F) -0.38 [-1.32, 0.53] 78.10 23.95
Diet: CR25 vs CRV (Sex=M)
Diet: CR25 vs CRV (Sex=M) 0.35 [-0.54, 1.21] 79.45 24.75
Diet: CR25 vs CRV (Sex=F)
Diet: CR25 vs CRV (Sex=F) 0.15 [-0.79, 1.03] 62.50 32.00
Diet: CRA vs CRV (Sex=M)
Diet: CRA vs CRV (Sex=M) 0.83 [-0.12, 1.71] 96.25 7.20
Diet: CRA vs CRV (Sex=F)
Diet: CRA vs CRV (Sex=F) 0.52 [-0.34, 1.54] 87.20 17.65
Sex: M vs F (Diet=Control)
Sex: M vs F (Diet=Control) -0.02 [-0.76, 0.68] 51.20 39.50
Sex: M vs F (Diet=CR25)
Sex: M vs F (Diet=CR25) -0.14 [-1.00, 0.74] 61.85 32.75
Sex: M vs F (Diet=CRA)
Sex: M vs F (Diet=CRA) -0.03 [-0.94, 0.93] 52.05 34.15
Sex: M vs F (Diet=CRV)
Sex: M vs F (Diet=CRV) -0.33 [-1.27, 0.47] 77.90 28.15

No continuous ROPE effects available.

End of Document