Pakillo/LM-GLM-GLMM-intro

Issues

• Centering in multilevel models

  #54 opened 4 months ago by Pakillo
  0

• Decomposing variance explained for Gaussian mixed models

  #53 opened 4 months ago by Pakillo
  0

• Checking model assumptions visually

  #52 opened a year ago by Pakillo
  0

• GLM binomial: cross-validation y evaluar predicciones

  #51 opened a year ago by Pakillo
  1

• GLM binomial: interpret coefficients as odd ratios

  #50 opened a year ago by Pakillo
  0

• Multinomial and ordinal regression

  #49 opened a year ago by Pakillo
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• Explain centering of continuous predictors

  #48 opened a year ago by Pakillo
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• GLM binomial: change UN example to another with overdispersion

  #47 opened a year ago by Pakillo
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• More examples for binomial GLM

  #42 opened 2 years ago by Pakillo
  1

• Use {marginaleffects}

  #44 opened a year ago by Pakillo
  2

• Explain S values to interpret p-values

  #43 opened 2 years ago by Pakillo
  1

• Improve visualisation of binomial glm

  #41 opened 2 years ago by Pakillo
  1

• Use Beta1, Beta2, Beta3 etc rather than alpha, beta, gamma, for parameters?

  #35 opened a year ago by Pakillo
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• Use modelsummary

  #46 opened a year ago by Pakillo
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• Use Firth's approach for binomial GLM?

  #45 opened a year ago by Pakillo
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• GLM binomial: include calibration plot (obs -pred)

  #24 opened 2 years ago by Pakillo
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• Use modelStudio or easystats to examine fitted models

  #31 opened 2 years ago by Pakillo
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• Add dabestr visualisations to interpret effect sizes

  #40 opened 2 years ago by Pakillo
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• Centering predictors can change significance of effects in models with interactions

  #39 opened 2 years ago by Pakillo
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• Add average predictive comparisons

  #38 opened 2 years ago by Pakillo
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• Table 2 fallacy

  #37 opened 3 years ago by Pakillo
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• Include info on how to present results from fitted models

  #20 opened 3 years ago by Pakillo
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• Use DataCamp courses?

  #6 opened 3 years ago by Pakillo
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• Binomial GLM: include odds ratio interpretation?

  #23 opened 3 years ago by Pakillo
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• add visreg with ggplot output

  #28 opened 3 years ago by Pakillo
  1

• show `report` pkg to describe model structure and results

  #29 opened 3 years ago by Pakillo
  1

• Use performance::check_model to visualise model checks

  #30 opened 3 years ago by Pakillo
  1

• Use equatiomatic to display model structure

  #32 opened 3 years ago by Pakillo
  1

• Emphasize distribution notation (y ~ N(mu, sigma), y ~ Bin(N, p), y ~ Pois(lambda)) etc over y = a + bx

  #36 opened 4 years ago by Pakillo
  0

• sjPlot: change `sjp.lmer` and `sjp.glmer` to `plot_model`

  #9 opened 4 years ago by Pakillo
  1

• Convergence problems

  #34 opened 5 years ago by Pakillo
  0

• Visualising shrinkage in mixed models

  #33 opened 5 years ago by Pakillo
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• interesting datasets

  #5 opened 8 years ago by Pakillo
  1

• replace 'plot' by 'site' in trees dataset and code

  #27 opened 6 years ago by Pakillo
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• Mixed models: add example fitting via mgcv

  #26 opened 6 years ago by Pakillo
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• Mixed models: add Poisson glmer example

  #25 opened 6 years ago by Pakillo
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• Add slides on predicting from mixed model

  #13 opened 7 years ago by Pakillo
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• Add link to Bolker's GLMM FAQ

  #17 opened 6 years ago by Pakillo
  1

• Include more info about nested and crossed random effects

  #11 opened 7 years ago by Pakillo
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• ggResidpanel: Residual plots with ggplot!

  #21 opened 6 years ago by Pakillo
  1

• Add more examples of Poisson regression

  #19 opened 6 years ago by Pakillo
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• Add example of lm with interaction (dbh * plot) before logistic regression

  #18 opened 6 years ago by Pakillo
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• paperplanes: add distance ~ paper+gender and ~paper*gender at the end of lm module

  #22 opened 6 years ago by Pakillo
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• Create lm module based on paperplanes dataset

  #16 opened 7 years ago by Pakillo
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• calibration plots: use observed ~ predicted rather than pred ~ obs

  #15 opened 7 years ago by Pakillo
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• Mixed models: add sleep example, showing shrinkage

  #14 opened 7 years ago by Pakillo
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• Include R-squared for GLM and GLMM

  #10 opened 7 years ago by Pakillo
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• In glms, try to include link function explicitly (family=binomial(link=logit)) for better understanding

  #12 opened 7 years ago by Pakillo
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• Substitute `iris` with another dataset, e.g. mammal sleep (ggplot2) or paperplanes

  #7 opened 7 years ago by Pakillo
  0

• Modularize slides in components, use Rmd child documents

  #8 opened 7 years ago by Pakillo
  1