Course Material

Local da aula: Sala Multimídia do Centro Didático

day_1_am_deterministic_models.pptx

day_1_am_intro_to_bayes.pptx

day_1_pm_statistical_distributions.pptx

day_1_pm_lab_probability.pdf

Respostas dos exercícios

hmtab43.txt

sapling_growth.txt

distribution_cheat_sheet.pdf

distribution_cheat_sheet_2.pdf

chapter_4_bolker_2007_probability.pdf

moment_matching_from_hobbs_and_hooten.pdf

pages_from_hobbs_and_hooten_v15.pdf

yackulic_et_al._2011_ecolapp.pdf

Local da aula: Sala de Anatomia do Centro Didático

primer-on-bbmle2.pdf

beans_in_a_can.ppt

day_2_am_likelihood_probability.pptx

day_2_pm_bayes_made_simple.pptx

lab_2_likelihood_mle.pdf

lab_3_bayes_law.pdf

likelihood_calculus.pdf

hemlock-light-data.csv

hemlock_light_likelihood.xls

reef_fish.txt

Solução dos exercícios de likelihood

Solução dos exercícios de Bayes

canham_et_al_2001_windthrow_cjfr.pdf

clark_ecol_letters_2005.pdf

chapter_6_bolker_2007_likelihood.pdf

statistical_distributions_bda_appendix_a.pdf

Local da aula: Sala Multimídia do Centro Didático

day_3_am_priors_and_conjugacy.pptx

day_3_pm_mcmc.pptx

lab_5_mcmc.pdf

mothdata.txt

needlelifespan.txt

Respostas exercício 1

Respostas exercício 2

link_et_al_2002.pdf

moment-matching-from-hobbs-and-hooten.pdf

bda_distributions_appendixa.pdf

statistical_distributions_bda_appendix_a.pdf

Local da aula: Sala Multimídia do Centro Didático

day_4_am_jags_intro.pptx

day_4_pm_bayesian_regression.pptx

logistic-data-ii.csv

fertility_data.csv

island-data.csv

jags-functions-and-distributions.pdf

jags_manual_pop_example_2014.r

jags-test-script_transmission.r

logistic_example_jags.r

lab_6_using_jags.pdf

Resposta exercício 2

Jags model exercício 2

Resposta exercício 1

a_primer_on_jags_for_ecological_modelers_2014.pdf

bolker_et_al._2009.pdf

nagawaka_and_schielteze_2013_mee_r2_lmer.pdf

schielzeth_2010_standardizing_covariates.pdf

gelman_hill2007_data_analysis_using_regression_and_multilevel-hierarchical_models.pdf

jags_user_manual.pdf

Local da aula: Sala de Anatomia do Centro Didático

day_5_am_hierarchical_models.pptx

day_5_pm_model_evaluation_and_selection_2014.pptx

invasive_count_data.csv

invasive_road_data.csv

lab_7_hierarchical_modeling_in_jags.pdf

Resposta do exercício hierarchical model

Jags Model - hierarchical modeling

lab_8_evaluation.pdf

call_ticks.r

Jags Model - Model evaluation

Resposta do exercício model evaluation

carlin_chp1_hbbook_2006.pdf

cressie-et-al1.pdf

gelfand_biometrika_1998.pdf

gelman_and_rubin_avoiding_model_selection.pdf

gelman_exp_data_analyses.pdf

gelman_pardoe_pred_checks.pdf

gelman_2004_jcgs_exp_data_analyses.pdf

gelman_bayesanalysis_2006.pdf

gelman_jasa_2004.pdf

hobbs_et_al._2012_ecology.pdf

hooten_and_hobbs_2014_ecolmon.pdf

kass_statistician_1993_bayesfactors.pdf

link_ecology_2006.pdf

linkbarker_2006.pdf

ogle_newphyt_2009.pdf

price_ecolett_2009.pdf

spiegelhalter_jroystatsoc_2002_dic.pdf

shmueli_2010_to_explain_or_to_predict.pdf

Local da aula: Auditório 1 do Centro Didático

occupancy_models._2014.pptx

lab_occupancy_models.pdf

willow-tit-with-detection_p-data.csv

willow_tit_conditioning_and_model.pdf

Resposta do Exercício

calder-et-al.-2003.pdf

chen_et_al._2012_.pdf

chen_et_al_appendix.pdf

gilksrobertschapter.pdf

gilroy_et_al_2012.pdf

hendry_et_al._2006_bimodality_finches.pdf

martin_et_al._2005.pdf

patrick_pce_2009.pdf