Potpourri: Statistics #88
Oct 2, 2022
- D’ya Like DAGs? A Survey on Structure Learning and Causal Discovery1471. Custom Discrete Color Scales for ggplot21472. A New Coefficient of Correlation1473. Ten simple rules for teaching yourself R1474. The case for variable labels in R1475. Fooled by beautiful data: Visualization aesthetics bias trust in science, news, and social media1476. Survival Analysis in R1477. Statistics: A Life Cycle View1478. Beneath and Beyond the Cox Model1479. How to fix the sizes in your ggplots1480. Regression Modeling Strategies1481. Inferring Concept Drift Without Labeled Data1482. Update Your Machine Learning Pipeline With vetiver and Quarto1483. Nonlinear Econometric Analysis1484. How to spot spin and inappropriate use of statistics1485. Which fonts to use for your charts and tables1486. Efficient data visualization with faded raincloud plots1487. Make your ggplot2 extension package understand the new linewidth aesthetic1488. clusterBMA: Bayesian model averaging for clustering1489. A friendly introduction to Principal Component Analysis: minimizing reconstruction error, Eigenvalues and eigenvectors, Proving the spectral theorem, The Singular Value Decomposition1490. Building a neural network FROM SCRATCH (no Tensorflow/Pytorch, just numpy & math)1491. APIs and web scraping: Extracting online content with R1492. Handle with Care: A Sociologist's Guide to Causal Inference with Instrumental Variables1493. A course in Time Series Analysis1494. Introducing {PrettyCols}1495. Data Visualization with Pokemon in R1496. Awesome Google Earth Engine Community Datasets1497. Neural Networks: Zero to Hero1498. Extending network analysis in R with netUtils1499. The weirdest paradox in statistics (and machine learning)1500. 10 simple rules for teaching R for Data Science1501. Stata graph tips for academic articles1502. How to make Venn Diagram with GGPLOT21503. Linear Regression1504. Don’t impute all missing data: Missing Data Patterns1505. Toy Models of Superposition1506. Vectoring Words (Word Embeddings)1507. Does public opinion polling about issues still work?1508. Introduction to Multilevel Modelling1509. Text Analysis Using R1510. An Introduction to ggplot21511. CRAN/E: The modern R-packages search engine1512. Mediation Analysis is Counterintuitively Invalid1513. Waffle charts with svg images1514. Presenting results for multinomial logistic regression: a marginal approach using propensity scores1515. Visualizing the differences between Bayesian posterior predictions, linear predictions, and the expectation of posterior predictions1516. What to consider when using text in data visualizations1517. Text Visualization Browser1518. A Spatial/GIS Workflow for Interactive Maps in R
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