Bootstrapping as a way of learning about the population
54862
Pros and cons of bootstrapping
69699
How to Understand the Relationships Among Random Variables, Samples, and Populations?
48916
Determing two Nonlinear model fits with 95% confidence bands from one data set
70886
Hypothesis testing with the geometric distribution for dummies
125697
How to determine significant principal components using bootstrapping or Monte Carlo approach?
107720
Resampling / simulation methods: monte carlo, bootstrapping, jackknifing, cross-validation, randomization tests, and permutation tests
50358
Choosing Random Forests' parameters
42483
Logistic regression with {-1,+1} labels
69831
Obtaining knowledge from a random forest
121043
Kernel density estimation as a density
41200
Understanding Naive Bayes
26149
Logistic regression vs. LDA as two-class classifiers
93863
Uniform vs discrete Gaussian sampling in Ring learning with errors
45881
Methods to work around the problem of missing data in machine learning
58163
Generating bimodal distributions
118434
Lift measure in data mining
110656
The Two Cultures: statistics vs. machine learning?