Science Research Weekly

Episode 33: Healthy Heaping of Free Stats

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In this episode, I took advantage of more than one free data science course, mused over mappings for R, and helped myself to a heap of helper functions with R package ‘mlmhelpr’.

References:

  • The Hybrid Model of Autoregressive Integrated Moving Average and Fuzzy Time Series Markov Chain on Long Memory Data
  • Predicting prediction: A systematic workflow to analyze factors affecting the classification performance in genomic biomarker discovery
  • A supervised topic embedding model and its application
  • Shrinkage estimators of large covariance matrices with Toeplitz targets in array signal processing
  • SAS® Fast-KPCA: An efficient and innovative nonlinear principal components method
  • TDApplied version 2.0.0
  • Issues While Switching R to UTF-8 and UCRT on Windows
  • Datacamp Free Access Week
  • Map any region in the world with R – Part II: Obtaining the coordinates
  • R ggmap – How to Visualize Spatial Data in R

    • R-packages:

    • cauchypca: Robust Principal Component Analysis Using the Cauchy Distribution
    • nett: Network Analysis and Community Detection
    • pwrss: Power and Sample Size Calculation Tools
    • SASdates: Convert the Dates to 'SAS' Formats
    • planningML: A Sample Size Calculator for Machine Learning Applications in Healthcare
    • mlmhelpr: Multilevel/Mixed Model Helper Functions
    • ExomeDepth: Calls Copy Number Variants from Targeted Sequence Data
      • ...more
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      Science Research WeeklyBy Mark R Williamson