BioSciEconomist
BioSciEconomist
/ ex fibonacci.R
Last active
June 27, 2018 00:08
Example Fibonacci Retracement Levels
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| # *----------------------------------------------------------------- | |
| # | PROGRAM NAME: ex fibonacci.R | |
| # | DATE:6/26/18 | |
| # | CREATED BY: MATT BOGARD | |
| # | PROJECT FILE: /Users/amandabogard/Google Drive/ | |
| # *---------------------------------------------------------------- | |
| # | PURPOSE: code based on http://mindymallory.com/R-Companion-Price-Analysis/chapter-2-getting-started.html#working-with-apis | |
| # *---------------------------------------------------------------- | |
| library(RCurl) # necessary for reading data from url |
BioSciEconomist
/ ex banking model.R
Created
August 2, 2018 16:38
Example Predictive Modeling Project in R
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| # ------------------------------------------------------------------ | |
| # |PROGRAM NAME: ex banking model | |
| # |DATE: 4/5/18 | |
| # |CREATED BY: MATT BOGARD | |
| # |UPDATED: 5/8/18 | |
| # |PROJECT FILE: C:\Users\mtb2901\Documents\Tools and References\R References | |
| # |---------------------------------------------------------------- | |
| # | PURPOSE: predictive modeling example | |
| # |------------------------------------------------------------------ |
BioSciEconomist
/ ex_logit_analytics_R.R
Created
December 4, 2018 01:48
Logistic Regression and Traffic Lighting
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| # *------------------------------------------------------------------ | |
| # | PROGRAM NAME: ex_logit_analytics_R | |
| # | DATE: 3/14/11 | |
| # | CREATED BY: Matt Bogard | |
| # | PROJECT FILE:Desktop/R Programs | |
| # *---------------------------------------------------------------- | |
| # | PURPOSE: example of predictive model and reporting | |
| # | from blog post: from http://econometricsense.blogspot.com/2011/03/predictive-modeling-and-custom.html | |
| # | | |
| # *------------------------------------------------------------------ |
BioSciEconomist
/ python examples iii.py
Created
December 6, 2018 01:26
Examples of processing data in python
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| # make a data frame manually | |
| data = {'GARST' :[150,140,145,137,141,145,149,153,157,161], | |
| 'PIO':[160,150,146,138,142,146,150,154,158,162], | |
| 'MYC':[137,148,151,139,143,120,115,136,130,129], | |
| 'DEK':[150,149,145,140,144,148,152,156,160,164], | |
| 'PLOT':[1,2,3,4,5,6,7,8,9,10], | |
| 'BT': ['Y','Y', 'N','N','N','N','Y','N','Y','Y'], | |
| 'RR':['Y','N','Y','N','N','N','N','Y','Y','N'], | |
| 'ID':[1,2,3,4,5,6,7,8,9,10] | |
| } |
BioSciEconomist
/ MatchIt intro.R
Last active
January 18, 2019 01:41
demo of R matchit based on: Matching as Nonparametric Preprocessing for Reducing Model Dependence in Parametric Causal Inference by Ho,Imai,King,and Stuart Political Analysis (2007) 15:199-236
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| # *----------------------------------------------------------------- | |
| # | PROGRAM NAME: MatchIt intro.R | |
| # | DATE: 1/12/19 | |
| # | CREATED BY: MATT BOGARD | |
| # | PROJECT FILE: /Google Drive/R Training | |
| # *---------------------------------------------------------------- | |
| # | PURPOSE: demo of R matchit based on: Matching as Nonparametric Preprocessing for | |
| # | Reducing Model Dependence in Parametric Causal Inference by Ho,Imai,King,and Stuart | |
| # | Political Analysis (2007) 15:199-236 | |
| # *---------------------------------------------------------------- |
BioSciEconomist
/ ivreg demo.R
Created
January 29, 2019 20:35
Instrumental Variables Demo Using ivreg
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| # *----------------------------------------------------------------- | |
| # | PROGRAM NAME: ivreg demo.R | |
| # | DATE: 1/29/19 | |
| # | CREATED BY: MATT BOGARD | |
| # | PROJECT FILE: | |
| # *---------------------------------------------------------------- | |
| # | PURPOSE: demo of ivreg | |
| # *---------------------------------------------------------------- | |
| # make up data (this took some thought) |
BioSciEconomist
/ DiD demo.R
Last active
October 9, 2019 01:12
Example of difference in differences in a regression context with clustered SEs
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| # *----------------------------------------------------------------- | |
| # | PROGRAM NAME: DiD demo.R | |
| # | DATE: 2/5/19 | |
| # | CREATED BY: MATT BOGARD | |
| # | PROJECT FILE: | |
| # *---------------------------------------------------------------- | |
| # | PURPOSE: demo of difference-in-difference estimation | |
| # *---------------------------------------------------------------- | |
BioSciEconomist
/ MatchIt demo.R
Last active
March 7, 2019 14:36
Demo with bootstrapped standard errors and power analysis
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| # *----------------------------------------------------------------- | |
| # | PROGRAM NAME: MatchIt demo.R | |
| # | DATE: 3/6/19 | |
| # | CREATED BY: MATT BOGARD | |
| # | PROJECT FILE: | |
| # *---------------------------------------------------------------- | |
| # | PURPOSE: demo of R matchit based on: Matching as Nonparametric Preprocessing for | |
| # | Reducing Model Dependence in Parametric Causal Inference by Ho,Imai,King,and Stuart | |
| # | Political Analysis (2007) 15:199-236 See also: http://www.biostat.jhsph.edu/~estuart/ | |
| # *---------------------------------------------------------------- |
BioSciEconomist
/ MatchIt custom distance.R
Created
March 7, 2019 01:24
Example using Matchit with a custom propensity score metric
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| # *----------------------------------------------------------------- | |
| # | PROGRAM NAME: MatchIt custom distance.R | |
| # | DATE: 3/6/19 | |
| # | CREATED BY: MATT BOGARD | |
| # | PROJECT FILE: | |
| # *---------------------------------------------------------------- | |
| # | PURPOSE: demo of R matchit based on: Matching as Nonparametric Preprocessing for | |
| # | Reducing Model Dependence in Parametric Causal Inference by Ho,Imai,King,and Stuart | |
| # | Political Analysis (2007) 15:199-236 See also: http://www.biostat.jhsph.edu/~estuart/ | |
| # *---------------------------------------------------------------- |
BioSciEconomist
/ ex synthetic controls.R
Last active
November 16, 2023 10:46
R code from An R Package for Synthetic Control Methods in Comparative Case Studies
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| # *----------------------------------------------------------------- | |
| # | PROGRAM NAME: ex synthetic controls.R | |
| # | DATE: 3/28/19 | |
| # | CREATED BY: MATT BOGARD | |
| # | PROJECT FILE: Macintosh HD ▸ Users ▸ amandabogard ▸ Google Dive ▸ R Training | |
| # *---------------------------------------------------------------- | |
| # | PURPOSE: code based on Synth: An R Package for Synthetic Control Methods in Comparative Case Studies | |
| # | Journal of Statistical Software June 2011, Volume 42, Issue 13 | |
| # *---------------------------------------------------------------- |