1 Table of Contents: “...What is bias? -- Causality and comparative studies -- Estimating causal effects -- Varieties...”

2 “... that are core in machine learning and statistical modeling. Problems like bias and spurious correlations can...”

3 “... that are core in machine learning and statistical modeling. Problems like bias and spurious correlations can...”

4 Table of Contents: “...R smoother -- Bias- and efficiency-robustness of general M-estimators for regression with random...”

5 “..., and diversity measures. It also discusses multiclass extension, noise tolerance, error-ambiguity and bias...”

6 Table of Contents: “... Point Estimators; 4.6 Alternative Point Estimators of a; 4.6.1 Use of the Jackknife for Bias Reduction...”

7 “... that of a specialist monograph. Due to my own background there is an inevitable bias towards the scientific...”

8 “... data analysis is a key preliminary step in data science ; How random sampling can reduce bias and yield...”

9 “... bias and increase statistical power...”

10 Table of Contents: “... issues for Mendelian randomization -- 8.1. Weak instrument bias -- 8.2. Allele scores -- 8.3. Sample...”

11 Table of Contents: “...; 11 THE LOTTERY IN SCIENCE; Scientific Progress; Fooled by Causality; Statistics for Humans: Bias...”

12 Table of Contents: “... Monitoring Bias and Variance of MCMC; 4.5.2 Burn-in and Skip Intervals; 4.5.3 Diagnostics of MCMC; 4.6...”

13 Table of Contents: “... of Negative Spread Bias on Reward to Risk Ratio; Hedged Price Action Principles; CHAPTER 7: The Principles...”

14 Table of Contents: “... Chemical Reaction Process -- Revisited 6.2 Accuracy of Estimating PLS Models 6.2.1 Bias and Variance...”

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16 Table of Contents: “... with a non-binary predictor; Kitchen sink regression; The bias-variance trade-off; Cross-validation...”

17 Table of Contents: “...); Experiments; Collecting Quality Data; Sample, random, or otherwise; Bias...”

18 Table of Contents: “... / Richard J. Cook -- 12. Analysis of biased survival data : the Canadian study of health and aging...”

19 Table of Contents: “... Nonresponders -- 10.5.2 The Missing Holes -- 10.5.3 Missing Data -- 10.5.4 Recognize and Report Biases -- 10.6...”

20 Table of Contents: “... -- 1.4.2. Construction of the size-biased tree T* -- 1.5. Notes -- 2. Branching Processes in Random...”