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brmsoutput.txt
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Family: gaussian
Links: mu = identity; sigma = identity
Formula: yield ~ nitro * Variety + (1 | Block/Variety)
Data: Oats (Number of observations: 72)
Draws: 4 chains, each with iter = 2000; warmup = 1000; thin = 1;
total post-warmup draws = 4000
Group-Level Effects:
~Block (Number of levels: 6)
Estimate Est.Error l-95% CI u-95% CI Rhat Bulk_ESS Tail_ESS
sd(Intercept) 14.20 7.13 2.11 30.58 1.00 1188 1130
~Block:Variety (Number of levels: 18)
Estimate Est.Error l-95% CI u-95% CI Rhat Bulk_ESS Tail_ESS
sd(Intercept) 11.33 4.22 4.30 20.74 1.00 774 978
Population-Level Effects:
Estimate Est.Error l-95% CI u-95% CI Rhat Bulk_ESS
Intercept 81.99 8.85 64.70 99.15 1.00 2008
nitro 74.55 11.96 51.28 97.98 1.00 2934
VarietyMarvellous 8.12 9.50 -11.07 26.75 1.00 2520
VarietyVictory -8.89 9.27 -27.40 9.65 1.00 2611
nitro:VarietyMarvellous -9.88 17.40 -44.24 23.62 1.00 3274
nitro:VarietyVictory 6.14 17.14 -27.83 39.65 1.00 3044
Tail_ESS
Intercept 2544
nitro 2998
VarietyMarvellous 2695
VarietyVictory 2733
nitro:VarietyMarvellous 2875
nitro:VarietyVictory 2762
Family Specific Parameters:
Estimate Est.Error l-95% CI u-95% CI Rhat Bulk_ESS Tail_ESS
sigma 13.39 1.40 11.06 16.49 1.00 2627 2337
Draws were sampled using sampling(NUTS). For each parameter, Bulk_ESS
and Tail_ESS are effective sample size measures, and Rhat is the potential
scale reduction factor on split chains (at convergence, Rhat = 1).