Канал: StatisticallyUncertain

452 S21 Lecture 22 - Karlin-Rubin

452 S21 Lecture 22 - Karlin-Rubin

452 S21 Lecture 21 - Most Powerful Tests

452 S21 Lecture 21 - Most Powerful Tests

688 S21 Lecture 22 - Nonparametric Regression

688 S21 Lecture 22 - Nonparametric Regression

688 S21 Lab 23 - Kernel PCA

688 S21 Lab 23 - Kernel PCA

688 S21 Lecture 23 - Kernel PCA

688 S21 Lecture 23 - Kernel PCA

452 S21 Lecture 20 - Likelihood Ratio Test

452 S21 Lecture 20 - Likelihood Ratio Test

688 S21 Lab 22 - Nonparametric Regression

688 S21 Lab 22 - Nonparametric Regression

688 S21 Lecture 20 - Bagging and RFs

688 S21 Lecture 20 - Bagging and RFs

452 S21 Lecture 19 - Hypothesis Testing

452 S21 Lecture 19 - Hypothesis Testing

688 Lab 20 - Bagging and RFs

688 Lab 20 - Bagging and RFs

688 S21 Lab 21 - Boosting

688 S21 Lab 21 - Boosting

452 S21 Lecture 18 - MLE Asymptotics

452 S21 Lecture 18 - MLE Asymptotics

688 S21 Lecture 21 - Boosting

688 S21 Lecture 21 - Boosting

452 S21 Lecture 17 - Central Limit Theorem

452 S21 Lecture 17 - Central Limit Theorem

688 S21 Lab 18 - More Clustering

688 S21 Lab 18 - More Clustering

688 S21 Lecture 18 - More Clustering

688 S21 Lecture 18 - More Clustering

688 Lecture 19 - Trees

688 Lecture 19 - Trees

688 Lab 19 - Trees

688 Lab 19 - Trees

688 Lecture 17 - Clustering

688 Lecture 17 - Clustering

688 Lab 17 - Clustering

688 Lab 17 - Clustering

688 S21 Lecture 15 - PCA

688 S21 Lecture 15 - PCA

688 S21 Lecture 16 - PCR

688 S21 Lecture 16 - PCR

688 S21 Lab 15 - PCA

688 S21 Lab 15 - PCA

688 S21 Lab 16 - PCR

688 S21 Lab 16 - PCR

452 S21 Lecture 15 - More Convergence

452 S21 Lecture 15 - More Convergence

452 S21 Lecture 16 - LLNs and CLTs

452 S21 Lecture 16 - LLNs and CLTs

688 S21 Lecture 14 - LASSO

688 S21 Lecture 14 - LASSO

688 S21 Lab 14 - LASSO

688 S21 Lab 14 - LASSO

452 S21 Lecture13 - Lehmann-Scheffe

452 S21 Lecture13 - Lehmann-Scheffe

452 S 21 Lecture 14 - Inequalities and Convergence

452 S 21 Lecture 14 - Inequalities and Convergence

452 S21 Lecture 11 - Attainment

452 S21 Lecture 11 - Attainment

452 S21 Lecture 12 - Rao-Blackwell

452 S21 Lecture 12 - Rao-Blackwell

688 S21 Lecture 13 - Ridge Regression

688 S21 Lecture 13 - Ridge Regression

688 S21 Lab 13 - Ridge Regression

688 S21 Lab 13 - Ridge Regression

452 S21 Lecture 11 - CRLB Attainment

452 S21 Lecture 11 - CRLB Attainment

452 S21 Lecture 10 - Cramer-Rao Lower Bound

452 S21 Lecture 10 - Cramer-Rao Lower Bound

688 Lab 12 - Variable Selection

688 Lab 12 - Variable Selection

688 S21 Lecture 11 - Logistic Regression

688 S21 Lecture 11 - Logistic Regression

688 S21 Lecture 12 - Variable Selection

688 S21 Lecture 12 - Variable Selection

688 S21 Lab 11 - Logistic Regression

688 S21 Lab 11 - Logistic Regression

688 S21 Lab 10 -- More LDA and QDA

688 S21 Lab 10 -- More LDA and QDA

688 S21 Lecture 10 - LDA and QDA

688 S21 Lecture 10 - LDA and QDA

688 Lecture 9 - Linear Classifiers

688 Lecture 9 - Linear Classifiers

452 S21 Lecture 8 - UMVUEs

452 S21 Lecture 8 - UMVUEs

452 S21 Lecture 9 - Fisher Information

452 S21 Lecture 9 - Fisher Information

688 S21 Lab 8 - More KNN

688 S21 Lab 8 - More KNN

688 S21 Lab 9 - LDA

688 S21 Lab 9 - LDA

688 S21 Lecture 8 - Classification

688 S21 Lecture 8 - Classification

688 S21 Lecture 7 - Minimum Risk Regression and Classification

688 S21 Lecture 7 - Minimum Risk Regression and Classification

688 S21 Lab 7 - KNN Classification

688 S21 Lab 7 - KNN Classification

688 S21 Lecture 6 - Bias-Variance Tradeoff

688 S21 Lecture 6 - Bias-Variance Tradeoff

452 S21 Lecture 7 - Evaluation

452 S21 Lecture 7 - Evaluation

452 S21 Lecture 6 - More MLEs

452 S21 Lecture 6 - More MLEs

688 S21 Lab 6 - Evaluation

688 S21 Lab 6 - Evaluation

688 S21 Lecture 5 - Evaluation

688 S21 Lecture 5 - Evaluation

688 S21 Lab 4 - KNN

688 S21 Lab 4 - KNN

452 S21 Lecture 4 - Method of Moments

452 S21 Lecture 4 - Method of Moments

452 S21 Lecture 5 - Maximum Likelihood Estimation

452 S21 Lecture 5 - Maximum Likelihood Estimation

688 S21 Lab 5 - Evaluation

688 S21 Lab 5 - Evaluation

688 S21 Lecture 4 - KNN

688 S21 Lecture 4 - KNN

688 S21 Lab 2 - Regression

688 S21 Lab 2 - Regression

688 S21 Lecture 2 - Regression

688 S21 Lecture 2 - Regression

688 S21 Lecture 3 - More Regression

688 S21 Lecture 3 - More Regression

688 S21 Lab 3 - More Regression

688 S21 Lab 3 - More Regression

452 S21 Lecture 3 - Sufficiency

452 S21 Lecture 3 - Sufficiency

452 S21 Lecture 2 - Normal Statistics

452 S21 Lecture 2 - Normal Statistics

688 S21 Lab1 - Introduction to R

688 S21 Lab1 - Introduction to R

688 S21 Lecture 1 - Linear Review

688 S21 Lecture 1 - Linear Review

452 S21 Lecture 1 - Statistics

452 S21 Lecture 1 - Statistics

451 F20 Lecture 22 - Random Samples and Order Statistics

451 F20 Lecture 22 - Random Samples and Order Statistics

451 F20 Lecture 21 - Multivariate Random Variables

451 F20 Lecture 21 - Multivariate Random Variables

451 F20 Lecture 20 - More Bivariate Transformations

451 F20 Lecture 20 - More Bivariate Transformations

451 F20 Lecture 19 - Iterated Expectation and Bivariate Transformations

451 F20 Lecture 19 - Iterated Expectation and Bivariate Transformations

451 F20 Lecture 18 - Conditional Expectation and Independence

451 F20 Lecture 18 - Conditional Expectation and Independence

451 F20 Lecture 17 - Bivariate Expectation and Conditional Distributions

451 F20 Lecture 17 - Bivariate Expectation and Conditional Distributions

451 F20 Lecture 16 - Bivariate Random Variables

451 F20 Lecture 16 - Bivariate Random Variables

451 F20 Lecture 15 - Transformations

451 F20 Lecture 15 - Transformations

451 F20 Lecture 14 - Common Distributions 2

451 F20 Lecture 14 - Common Distributions 2

451 F20 Lecture 13 - Common Distributions 1

451 F20 Lecture 13 - Common Distributions 1

451 F20 Lecture 12 - Moments and MGFs

451 F20 Lecture 12 - Moments and MGFs

451 F20 Lecture 11 - Expectation and Variance

451 F20 Lecture 11 - Expectation and Variance

451 F20 Lecture 10 - More PMFs and PDFs

451 F20 Lecture 10 - More PMFs and PDFs

451 F20 Lecture 9 - PMFs and PDFs

451 F20 Lecture 9 - PMFs and PDFs

451 F20 Lecture 8 - Random Variables

451 F20 Lecture 8 - Random Variables

451 F20 Lecture 7 - Independence

451 F20 Lecture 7 - Independence

451 F20 Lecture 6 - Conditional Probability

451 F20 Lecture 6 - Conditional Probability

451 F20 Lecture 5 - Unordered Counting

451 F20 Lecture 5 - Unordered Counting

451 F20 Lecture 4 - Ordered Counting

451 F20 Lecture 4 - Ordered Counting

451 F20 Lecture 2 - Axiomatic Probability

451 F20 Lecture 2 - Axiomatic Probability

451 F20 Lecture 3 - Basic Theorems

451 F20 Lecture 3 - Basic Theorems

451 F20 Lecture 1 - Basic Set Notation

451 F20 Lecture 1 - Basic Set Notation

451 S20 Lecture 24 - The Central Limit Theorem

451 S20 Lecture 24 - The Central Limit Theorem

451 S20 Lecture 23 - Inequalities and Convergence

451 S20 Lecture 23 - Inequalities and Convergence

451 S20 Lecture 22 - Random Samples and Order Statistics

451 S20 Lecture 22 - Random Samples and Order Statistics

451 S20 Lecture 21 - Multivariate Random Variables

451 S20 Lecture 21 - Multivariate Random Variables

451 S20 Lecture 19 - Iterated Expectation and Bivariate Transformations

451 S20 Lecture 19 - Iterated Expectation and Bivariate Transformations

451 S20 Lecture 20 - More Bivariate Transformations

451 S20 Lecture 20 - More Bivariate Transformations

451 S20 Lecture 18 - Conditional Expectation and Independence

451 S20 Lecture 18 - Conditional Expectation and Independence

451 S20 Lecture 17 - Bivariate Expectation

451 S20 Lecture 17 - Bivariate Expectation

451 S20 Lecture 16 - Bivariate Random Variables

451 S20 Lecture 16 - Bivariate Random Variables

451 S20 Lecture 15 - Transformations

451 S20 Lecture 15 - Transformations

451 S20 Lecture 14 - More Common Distributions

451 S20 Lecture 14 - More Common Distributions

451 S20 Lecture 13 - Common Distributions

451 S20 Lecture 13 - Common Distributions