quantitative-methods/statististical-inference.org

Quantitative Methods

• Title slide
• Day 2
  • Paul Krugman on Fiscal Austerity
    • What does this graph show?
    • What did Paul Krugman say?
    • How could we better show the relationship between unemployment and fiscal austerity
  • Sampling Distributions
    • Sampling Distributions
    • Sampling Distributions
  • Introduction to Hypothesis Testing
    • Transforming the Distribution to Standard Normal
    • Distribution of sample mean with unknown population variance
    • Introduction to the t distribution

Title slide   slide

(org-show-animate '("Quantitative Methods, Part-II" "Vikas Rawal" "Prachi Bansal" "" "" ""))

Day 2

Paul Krugman on Fiscal Austerity

What does this graph show?   slide

Source: https://www.nytimes.com/2018/11/02/opinion/the-perversion-of-fiscal-policy-slightly-wonkish.html

What did Paul Krugman say?   slide

"Here’s what fiscal policy should do: it should support demand when the economy is weak, and it should pull that support back when the economy is strong. As John Maynard Keynes said, “The boom, not the slump, is the right time for austerity.” And up until 2010 the U.S. more or less followed that prescription. Since then, however, fiscal policy has become perverse: first austerity despite high unemployment, now expansion despite low unemployment.

How could we better show the relationship between unemployment and fiscal austerity   slide

Sampling Distributions

Sampling Distributions   slide

Sampling Distributions   slide

• $Standard.error = \frac{\sigma}{\sqrt{mean}}$

Standard deviation of population ($\sigma$)	130
Standard errors of samples of size
5	58
20	29
50	18
200	9

Introduction to Hypothesis Testing

Transforming the Distribution to Standard Normal   slide

Distribution of sample mean with unknown population variance   slide

Introduction to the t distribution   ignore