Statistics

Browse by topic

• Probability Distributions
• Regression
• Statistical Inference
• Probability (Statistics)

• What makes time-series data irregular-spaced? How to code in glmmTMB?

• Pooling adverse-event proportions across trials when registries only report events above a threshold: is this estimator and interval defensible?

• LLMs modeled as entropic generators

• Understanding confidence interval for VIF/tolerance when looking at multicollinearity

• Rectrospective study hypothesis and sample size

• Estimating remaining time to sustained recovery with repeated daily landmarks within stock drawdowns

• Counterfactual generation and interpretation (paper)

• Bounding the probability of low-weight vectors in the rowspace of a random sparse binary matrix

• Can the effect of constraints on a discrete system be quantified information-theoretically?

• Post Lasso OLS Fit

• How should I validate N F P T across sequential constraint histories?

• Geometric statistics and its link to statisticians working outside it

• Funnel analysis models

• Effect Sizes for ART-ANOVA

• Is variance still estimable when you observe a single observation per subject?

• Mixed-effects model with unequal observation periods between groups

• "Conditional / Joint / Marginal" Likelihoods

• Is pooling replicate counts into percentages acceptable for dose–response analysis of quantal toxicity?

• Which statistical method should I use to analyze DOE results from a nonlinear simulation?

• Which estimand better fits the matched pair design within units? ATT or ATE (Conditional or Local ATE?)

• What should my convergence metric be when I use a Random Walk to build a transition probability matrix?

• Unknown start times & idle gaps in survival analysis of log data — interval-censored model or MI?

• Spatially blocked cross-validation with a panel dataset — should folds be built on unique locations or all repeated rows?

• Risk Function for a hypothesis test?

• Question about Statistical Test for Superplots

• Ordinal Mixed Effect Model with 3 factors and Interactions - Beginner Help

• Low variance of the response variable

• Is Linear LIME's model only valid for reasonably close points on the prediction model?

• Interpretation of r squared for zero inflated mixed models from glmmTMB

• gratia pairwise contrasts and multiple comparison correction

• Advice on modeling rating scale data with many "round" numbers and a few in between?

• How many error correction (EC) term to add for a single equation model?

• Performing 'correct' statistical analysis on fluorescent intenstiy data

• Ways to deal with extreme values in generalized additive model (GAM)?

• Paired binary outcomes with a non-zero control rate: report the difference, the ratio, or both?

• Is extrapolating the last segment of a Kaplan–Meier curve appropriate for smoothed survival calibration?

• What Mixed Model do I need to use for my analysis?

• How should I interpret MGIDI index scores and trait contributions in multi-trait selection?

• Does a three-way decision built from equivalence and minimum-effect tests count as one hypothesis in a Holm correction?

• Testing differences in proportions - Wilson CIs, continuity corrections and multiple comparisons

• Complete sufficient statistic of multivariate t-distribution

• Time course experiment - which statistical analysis fits best?

• Is the susceptible fraction identifiable when a cure model is fitted to quantiles that are conditional on eventual event occurrence?

• Feature and target alignment

• Proof for Koopman-Pitman-Darmois under non-i.i.d observations

• K-LASSO and Recall in LIME (simulated experiments)

• Are FPC (Finite Population Correction) factors used in MLE?

• Purging in time-series validation

• Significant treatment × year interaction but no significant pairwise comparisons in a repeated-measures ANCOVA using lmer

• Choosing an appropriate mixed-effects model for ordinal data

• Pooled rate estimation for several Poisson processes under Type-I censoring with unrecorded censoring times

• Mixed Model Approach in Archaeology

• How to compare a standard deviation to a root mean square error?

• What is the KL divergence of distribution from Dirac delta?

• What is tantile regression?

• What is Shannon's source entropy?

• Time series regression with overlapping data

• Rademacher complexity of logistic regression

• Physical/pictorial interpretation of higher-order moments

• Penalized spline confidence intervals based on cluster-sandwich VCV

• Negative deviance explained by GAM with betareg in R

• Methods to detect published mistakes without raw data?

• Is there a general expression for ancillary statistics in exponential families?

• Interpreting regression coefficients based on Andrew Gelman's re-scaling method

• Implementation of CoVaR (a systemic risk measure) in R

• How to construct confidence limits based on small stratified samples of finite populations?

• Help me understand the Bayesian kernel density estimation (Sibisi and Skilling, 1996)

• Generalization of Fisher information for a discrete parameter

• Empirical Bayes (In)Admissibility

• Convolutional neural network for multi-variate time series?

• Asymptotic property of tuning parameter in penalized regression

• Are these equivalent (for p-values): super-uniform, stochastically larger than / dominating the uniform, conservative?

• Are there Imbalanced learning problems where re-balancing/re-weighting demonstrably improves *accuracy*?