January 2018
Beginner to intermediate
487 pages
16h 46m
English
Content preview from Statistical Rethinking
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absolute effect, 296
aggregated binomial regression, 292
AIC, 189
Akaike information criterion, 189
autocorrelation, of samples, 255
automatic relevance determination, 419
axis, 114
barplot, 203
Bayes factor, 192
Bayes' theorem, 36
Bayesian imputation, 424
Bayesian information criterion, 167, 192
Bayesian updating, 29
Bayesianism, 12
Bertrand's box paradox, 423
bias-variance trade-off, 174
bias-variance tradeoff, see also overfitting
binomial distribution, 275
binomial regression, 291
Buridan's ass, 223
burn-in, 256
categorical, 323
categorical variable, 152
categorical variables, 120
Cholesky decomposition, 409
coeftab, 201
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