Embedded Files
Econometrics and stuff: https://jamesblandecon.github.io/
Econometrics and stuff: https://jamesblandecon.github.io/
As a response to the COVID19 pandemic, Amanda Cook and I started a blog with homeschooling resources, mainly covering math, statistics, and economics: https://blog.reluctanthomeschoolingeconomists.org/
As a response to the COVID19 pandemic, Amanda Cook and I started a blog with homeschooling resources, mainly covering math, statistics, and economics: https://blog.reluctanthomeschoolingeconomists.org/
YouTube channel: https://www.youtube.com/channel/UCWozXEd4ppqwJfr-LNdl2Dg
YouTube channel: https://www.youtube.com/channel/UCWozXEd4ppqwJfr-LNdl2Dg
2020-02-18
In which I express some uncertainty about the 1912 definition of a child
Estimating the NFL field goals angle accuracy model using MLE in Stata with grid search
Estimating the NFL field goals angle accuracy model using MLE in Stata with grid search
This example estimates my pooled model of NFL field goal attempts using maximum likelihood and grid search
This was originally part of a lesson on optimization techniques in ECON5820 at UToledo.
A Bayesian estimation implemented in Stan
Solves for the logit quantal response equilibrium of game 1 studied in: Selten, Reinhard, and Thorsten Chmura. "Stationary concepts for experimental 2x2-games." American Economic Review 98, no. 3 (2008): 938-66.
Solving for Quantal Response Equilibrium in a Volunteer's Dilemma using the bracketing algorithm
Solving for Quantal Response Equilibrium in a Volunteer's Dilemma using the bracketing algorithm
Solves for the logit quantal response equilibrium discussed in:
Goeree, Jacob K., Charles A. Holt, and Angela M. Smith. "An experimental examination of the volunteer's dilemma." Games and Economic Behavior 102 (2017): 303-315.
See their Equation 5.
Stata code here
A simulation demonstrating attrition problems in RCTs
A simulation demonstrating attrition problems in RCTs
What are the consequences of exogenous and endogenous attrition in RCTs?
Spoilers:
- Exogenous: precision (red distribution has more spread than green)
- Endogenous: bias (blue distribution is shifted to the left)
Stata code here
Estimating a demand curve with 2SLS, and using it to estimate consumer surplus
Estimating a demand curve with 2SLS, and using it to estimate consumer surplus
This example follows Stata Exercise #2 from the Instrumental Variables chapter of Scott Cunningham's Causal Inference: The Mixtape
A simulation demonstrating the weak instruments problem
A simulation demonstrating the weak instruments problem
True value = 1
Z1: satisfies inclusion and exclusion condition
Z2-5: Fails inclusion, satisfies exclusion
Z6: Fails exclusion, satisfies inclusion
a) ivregress 2sls Y (X = Z1)
b) ivregress 2sls Y (X = Z1 Z2 Z3 Z4 Z5)
c) ivregress 2sls Y (X = Z1 Z6)
d) ivregress 2sls Y (X = Z1 Z2 Z3 Z4 Z5 Z6)
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