Blog Archives

Stata-like Marginal Effects for Logit and Probit Models in R [2]

May 18, 2011
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Stata-like Marginal Effects for Logit and Probit Models in R [2]

My thanks to those who emailed comments and suggestions for my ‘mfx’ function, I’m happy that I could fill a void for some people. I also received a request/suggestion from Tony Cookson, along with a helpful fix for a bug in the code, to include an option that would allow the user to specify values

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Stata-like Marginal Effects for Logit and Probit Models in R

May 17, 2011
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Stata-like Marginal Effects for Logit and Probit Models in R

Although this blog’s primary focus is time series, one feature I missed from Stata was the simple marginal effects command, ‘mfx compute’, for cross-sectional work, and I could not find an adequate replacement in R. To bridge this gap, I’ve written a (rather messy) R function to produce marginal effects readout for logit and probit

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AIB Stock Price, EGARCH-M, and rgarch

May 17, 2011
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AIB Stock Price, EGARCH-M, and rgarch

This post examines conditional heteroskedasticity models in the context of daily stock price data for Allied Irish Banks (AIB), specifically how to test for conditional heteroskedasticity in a series, how to approach model specification and estimation when time-varying volatility is present, and how to forecast with these models; all of this is done in R,

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R-Bloggers

May 15, 2011
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R-Bloggers

This is my first post on the R-Bloggers feed. R-Bloggers is an excellent collection of R-related blogs and sites for R enthusiasts. Add it to your bookmark list, for those who haven’t already done so, and my thanks to those who maintain the site ...

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Cointegration, R, Irish Mortgage Debt and Property Prices

May 15, 2011
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Cointegration, R, Irish Mortgage Debt and Property Prices

As a follow-up to my post examining the stationarity of the new property price index, this post will briefly look at some of the dynamics of mortgage debt and property prices; all data is monthly, from the beginning of 2005 to March 2011. This will also serve as an illustration of the ‘vars‘ and ‘urca‘

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The New Irish House Price Index

May 14, 2011
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The New Irish House Price Index

On Friday, the CSO released a new house (and apartment) price index, for the national, Dublin, and national excluding Dublin regions. The release has been noted and covered by the great Irish Economy and Namawinelake blogs. I want to briefly look at some of the statistical properties of this series in more detail. Below is

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Potential Output and the Irish Output Gap

May 14, 2011
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Potential Output and the Irish Output Gap

One prominent feature of early degree-level macroeconomics courses is the concept of ‘potential output’, which one could roughly define as the level of output (GDP) at which inflation is not ‘accelerating’. Potential output is of interest to macroeconomists when analysing the question of output gaps and macroeconomic stabilisation policies by governments, whether that be in

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