Канал: Chris Handy

Stats topic 11 video 1: Intro to regression inference

Stats topic 11 video 1: Intro to regression inference

Stats topic 10 video 6: Conditional independence assumption

Stats topic 10 video 6: Conditional independence assumption

Stats topic 10 video 5: Relationship between simple and multiple regression estimates

Stats topic 10 video 5: Relationship between simple and multiple regression estimates

Stats topic 10 video 4: Regression with categorical variables and interactions

Stats topic 10 video 4: Regression with categorical variables and interactions

Stats topic 10 video 3: Regression with quadratics

Stats topic 10 video 3: Regression with quadratics

Stats topic 10 video 2: Regression with logarithms

Stats topic 10 video 2: Regression with logarithms

Stats topic 10 video 1: Intro to multiple regression

Stats topic 10 video 1: Intro to multiple regression

Stats topic 9 video 4: Causal effects and selection bias

Stats topic 9 video 4: Causal effects and selection bias

Stats topic 9 video 3: Regression with indicator variables

Stats topic 9 video 3: Regression with indicator variables

Stats topic 9 video 2: Ordinary least squares (OLS) estimators and R-squared

Stats topic 9 video 2: Ordinary least squares (OLS) estimators and R-squared

Stats topic 9 video 1: Simple regression model

Stats topic 9 video 1: Simple regression model

Stats topic 8 video 3: Type I and type II errors and one-sided tests

Stats topic 8 video 3: Type I and type II errors and one-sided tests

Stats topic 8 video 2: Critical value and p-value methods

Stats topic 8 video 2: Critical value and p-value methods

Stats topic 8 video 1: Intro to hypothesis tests

Stats topic 8 video 1: Intro to hypothesis tests

Stats topic 7 video 3: Confidence intervals in practice

Stats topic 7 video 3: Confidence intervals in practice

Stats topic 7 video 2: Confidence intervals with the t distribution

Stats topic 7 video 2: Confidence intervals with the t distribution

Stats topic 7 video 1: Intro to confidence intervals

Stats topic 7 video 1: Intro to confidence intervals

Stats topic 6 video 3: Central Limit Theorem

Stats topic 6 video 3: Central Limit Theorem

Stats topic 6 video 2: Expected value and variance of the sample mean

Stats topic 6 video 2: Expected value and variance of the sample mean

Stats topic 6 video 1: Intro to estimation and sampling distributions

Stats topic 6 video 1: Intro to estimation and sampling distributions

Stats topic 5 video 3: Conditional distributions and conditional expectation

Stats topic 5 video 3: Conditional distributions and conditional expectation

Stats topic 5 video 2: Covariance, correlation, and sums of random variables

Stats topic 5 video 2: Covariance, correlation, and sums of random variables

Stats topic 5 video 1: Intro to joint distributions

Stats topic 5 video 1: Intro to joint distributions

Stats topic 4 video 5: Using the standard normal distribution

Stats topic 4 video 5: Using the standard normal distribution

Stats topic 4 video 4: Normal and standard normal distributions

Stats topic 4 video 4: Normal and standard normal distributions

Stats topic 4 video 3: Properties of continuous random variables

Stats topic 4 video 3: Properties of continuous random variables

Stats topic 4 video 2: cdf of a continuous random variable

Stats topic 4 video 2: cdf of a continuous random variable

Stats topic 4 video 1: Continuous random variables and density functions

Stats topic 4 video 1: Continuous random variables and density functions

Stats topic 3 video 4: Counting combinations and the binomial distribution

Stats topic 3 video 4: Counting combinations and the binomial distribution

Stats topic 3 video 3: Bernoulli random variables and the geometric distribution

Stats topic 3 video 3: Bernoulli random variables and the geometric distribution

Stats topic 3 video 2: Properties of discrete random variables

Stats topic 3 video 2: Properties of discrete random variables

Stats topic 3 video 1: Intro to discrete random variables

Stats topic 3 video 1: Intro to discrete random variables

Stats topic 2 video 4: Bayes’ Theorem

Stats topic 2 video 4: Bayes’ Theorem

Stats topic 2 video 3: Conditional probability, multiplication rule, and independence

Stats topic 2 video 3: Conditional probability, multiplication rule, and independence

Stats topic 2 video 2: Probability axioms and rules

Stats topic 2 video 2: Probability axioms and rules

Stats topic 2 video 1: Probability preliminaries

Stats topic 2 video 1: Probability preliminaries

Stats topic 1 video 2: Covariance and correlation

Stats topic 1 video 2: Covariance and correlation

Stats topic 1 video 1: Summary statistics for a numeric variable

Stats topic 1 video 1: Summary statistics for a numeric variable

Econometrics topic 10 video 2: IV estimator and LATE interpretation

Econometrics topic 10 video 2: IV estimator and LATE interpretation

Econometrics topic 10 video 3: Properties of a valid IV

Econometrics topic 10 video 3: Properties of a valid IV

Econometrics topic 10 video 1: Intro to instrumental variables (IV) and 2SLS

Econometrics topic 10 video 1: Intro to instrumental variables (IV) and 2SLS

Econometrics topic 9 video 2: Fixed effects estimator

Econometrics topic 9 video 2: Fixed effects estimator

Econometrics topic 9 video 3: FD and FE with more time periods and more explanatory variables

Econometrics topic 9 video 3: FD and FE with more time periods and more explanatory variables

Econometrics topic 9 video 1: Fixed effects model and first differences estimator

Econometrics topic 9 video 1: Fixed effects model and first differences estimator

Econometrics topic 8 video 2: Autor’s study of outsourcing

Econometrics topic 8 video 2: Autor’s study of outsourcing

Econometrics topic 8 video 1: Intro to differences in differences

Econometrics topic 8 video 1: Intro to differences in differences

Econometrics topic 7 video 1: Measurement error in an explanatory variable

Econometrics topic 7 video 1: Measurement error in an explanatory variable

Econometrics topic 6 video 2: Intro to probit and logit models

Econometrics topic 6 video 2: Intro to probit and logit models

Econometrics topic 6 video 3: Estimation and hypothesis testing in probit and logit models

Econometrics topic 6 video 3: Estimation and hypothesis testing in probit and logit models

Econometrics topic 6 video 1: OLS linear probability model

Econometrics topic 6 video 1: OLS linear probability model

Econometrics topic 5 video 3: Robust standard errors

Econometrics topic 5 video 3: Robust standard errors

Econometrics topic 5 video 2: The F distribution and F tests

Econometrics topic 5 video 2: The F distribution and F tests

Econometrics topic 5 video 1: Intro to regression inference

Econometrics topic 5 video 1: Intro to regression inference

Econometrics topic 4 video 6: Conditional independence assumption

Econometrics topic 4 video 6: Conditional independence assumption

Econometrics topic 4 video 5: Variances and standard errors of OLS estimators

Econometrics topic 4 video 5: Variances and standard errors of OLS estimators

Econometrics topic 4 video 4: Conditions for unbiasedness of OLS estimators

Econometrics topic 4 video 4: Conditions for unbiasedness of OLS estimators

Econometrics topic 4 video 3: Relationship between simple and multiple regression estimates

Econometrics topic 4 video 3: Relationship between simple and multiple regression estimates

Econometrics topic 4 video 2: The partialling out interpretation

Econometrics topic 4 video 2: The partialling out interpretation

Econometrics topic 4 video 1: Intro to multiple regression

Econometrics topic 4 video 1: Intro to multiple regression

Econometrics topic 3 video 8: Potential outcomes and regression

Econometrics topic 3 video 8: Potential outcomes and regression

Econometrics topic 3 video 7: Variances and standard errors of OLS estimators

Econometrics topic 3 video 7: Variances and standard errors of OLS estimators

Econometrics topic 3 video 6: Conditions for unbiasedness of OLS estimators

Econometrics topic 3 video 6: Conditions for unbiasedness of OLS estimators

Econometrics topic 3 video 5: Regression with logarithms

Econometrics topic 3 video 5: Regression with logarithms

ECON 470 Introduction to Stata

ECON 470 Introduction to Stata

Econometrics topic 3 video 4: Applying weights

Econometrics topic 3 video 4: Applying weights

Econometrics topic 3 video 2: OLS estimators

Econometrics topic 3 video 2: OLS estimators

Econometrics topic 3 video 3: Sums of squares and R-squared

Econometrics topic 3 video 3: Sums of squares and R-squared

Econometrics topic 3 video 1: Simple regression model

Econometrics topic 3 video 1: Simple regression model

Econometrics topic 2 video 5: Basics of estimation

Econometrics topic 2 video 5: Basics of estimation

Econometrics topic 2 video 4: Conditional expectation

Econometrics topic 2 video 4: Conditional expectation

ECON 400 Introduction to RStudio

ECON 400 Introduction to RStudio

Econometrics topic 2 video 3: Covariance, correlation, and sums of random variables

Econometrics topic 2 video 3: Covariance, correlation, and sums of random variables

Econometrics topic 2 video 2: Expected value, variance, and standard deviation

Econometrics topic 2 video 2: Expected value, variance, and standard deviation

Econometrics topic 2 video 1: Sums, means, and deviations

Econometrics topic 2 video 1: Sums, means, and deviations