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Shige's Research Blog

Friday, August 07, 2015. Emacs key bindings for Rstudio. The preview version of Rstudio (0.99.646), which is stable enough for daily usage, finally implemented an Emacs key binding. Links to this post. Tuesday, August 04, 2015. Nimble 0.4 is out. Quite a number of new features. More details here. Links to this post. New package "dplyrr" - Utilities for comfortable use of dplyr with databases. Is potentially useful for big data analysis. Links to this post. Sunday, August 02, 2015. Links to this post.

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Shige's Research Blog | sgsong.blogspot.com Reviews
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Friday, August 07, 2015. Emacs key bindings for Rstudio. The preview version of Rstudio (0.99.646), which is stable enough for daily usage, finally implemented an Emacs key binding. Links to this post. Tuesday, August 04, 2015. Nimble 0.4 is out. Quite a number of new features. More details here. Links to this post. New package dplyrr - Utilities for comfortable use of dplyr with databases. Is potentially useful for big data analysis. Links to this post. Sunday, August 02, 2015. Links to this post.
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Shige's Research Blog | sgsong.blogspot.com Reviews

https://sgsong.blogspot.com

Friday, August 07, 2015. Emacs key bindings for Rstudio. The preview version of Rstudio (0.99.646), which is stable enough for daily usage, finally implemented an Emacs key binding. Links to this post. Tuesday, August 04, 2015. Nimble 0.4 is out. Quite a number of new features. More details here. Links to this post. New package "dplyrr" - Utilities for comfortable use of dplyr with databases. Is potentially useful for big data analysis. Links to this post. Sunday, August 02, 2015. Links to this post.

INTERNAL PAGES

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1

Shige's Research Blog: June 2015

http://sgsong.blogspot.com/2015_06_01_archive.html

Sunday, June 21, 2015. SageMathCloud provides a cloud computation platform for Julia, Python and R. It looks useful, at least for teaching purpose. It does not, however, seem to to allow the users to install third-party packages. Given that one big attraction of R comes from its huge package ecosystem, this can potentially be a problem for serious usage. Links to this post. Friday, June 19, 2015. Analyzing big data with Revolution R Enterprise. A short and yet clear introduction here. Links to this post.

2

Shige's Research Blog: August 2015

http://sgsong.blogspot.com/2015_08_01_archive.html

Friday, August 07, 2015. Emacs key bindings for Rstudio. The preview version of Rstudio (0.99.646), which is stable enough for daily usage, finally implemented an Emacs key binding. Links to this post. Tuesday, August 04, 2015. Nimble 0.4 is out. Quite a number of new features. More details here. Links to this post. New package "dplyrr" - Utilities for comfortable use of dplyr with databases. Is potentially useful for big data analysis. Links to this post. Sunday, August 02, 2015. Links to this post.

3

Shige's Research Blog: Nimble 0.4 is out

http://sgsong.blogspot.com/2015/08/nimble-04-is-out.html

Tuesday, August 04, 2015. Nimble 0.4 is out. Quite a number of new features. More details here. Subscribe to: Post Comments (Atom). Doing Bayesian Data Analysis. Journal of Statistical Software. Emacs key bindings for Rstudio. Nimble 0.4 is out. New package dplyrr - Utilities for comfortable u. Rbokeh - R Interface to Bokeh.

4

Shige's Research Blog: April 2015

http://sgsong.blogspot.com/2015_04_01_archive.html

Sunday, April 26, 2015. I find the following resources useful:. Scraping Web Pages With R. Log File Analysis with R. How to read HTML tables with htmltab(). Web Scraping with R. Using rvest to Scrape an HTML Table. Scrape website data with the new R package rvest. Links to this post. Friday, April 24, 2015. Links to this post. Thursday, April 23, 2015. GCC 51 is out. Links to this post. Subscribe to: Posts (Atom). Doing Bayesian Data Analysis. Journal of Statistical Software. GCC 51 is out.

5

Shige's Research Blog: Is Linux Better than OS X? GNU, Open Source and Apple in History

http://sgsong.blogspot.com/2015/07/is-linux-better-than-os-x-gnu-open.html

Monday, July 27, 2015. Is Linux Better than OS X? GNU, Open Source and Apple in History. Subscribe to: Post Comments (Atom). Doing Bayesian Data Analysis. Journal of Statistical Software. Introductory R Markdown: dynamic documents and rep. Three-way crosstabulation using R. Is Linux Better than OS X? GNU, Open Source and Ap. Happy collaboration with Rmd to docx. R-based big data alternatives. Ipython notebook in Pycharm. Spark 1.4 for RStudio. Spark And Hadoop Are Friends, Not Foes.

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quantitativeecology.blogspot.com quantitativeecology.blogspot.com

Quantitative Ecology: July 2011

http://quantitativeecology.blogspot.com/2011_07_01_archive.html

Monday, July 18, 2011. Model Validation: Interpreting Residual Plots. Chp 6). You can refer to Fox's book, Applied Regression Analysis and Generalized Linear Models. For the theory and details behind these plots but the corresponding R book is more of the "how to" guide. A very brief but good introduction to checking linear model assumptions can be found here. Is it driven by greater numbers of points at mid-level fitted values? Plot(fitted(lme1), residuals(lme1),. Xyplot(residuals(glmm1) fitted(glmm1) C...

quantitativeecology.blogspot.com quantitativeecology.blogspot.com

Quantitative Ecology: Installing and Running JAGS on Mac OS 10.5.8

http://quantitativeecology.blogspot.com/2012/03/installing-and-running-jags-on-mac-os.html

Monday, March 26, 2012. Installing and Running JAGS on Mac OS 10.5.8. Mac OS 10.5.8. JAGS 2.2.0. 1 Go to https:/ sourceforge.net/projects/mcmc-jags/files/. And download JAGSdist-2.2.0.dmg. Follow the normal install procedures. 2 From the same site download the rjags 2.2.0-1.tar.gz. File to your desktop. Error: package 'rjags' is not installed for 'arch=x86 64'. Open Terminal (/Applications/Utilities/Terminal.app). 5 Open R64 back up and rjags should be installed. Load the library with "library(rjags)...

quantitativeecology.blogspot.com quantitativeecology.blogspot.com

Quantitative Ecology: Plotting grouped data vs time with error bars in R

http://quantitativeecology.blogspot.com/2011/10/this-is-my-first-blog-since-joiningr.html

Monday, October 31, 2011. Plotting grouped data vs time with error bars in R. This is my first blog since joining R-bloggers. I’m quite excited to be part of this group and apologize if I bore any experienced R users with my basic blogs for learning R or offend programmers with my inefficient, sloppy coding. Hopefully writing for this most excellent community will help improve my R skills while helping other novice R users. Summary of Count and Removal Data. October 25, 2011. Daniel J. Hocking. Now I use...

quantitativeecology.blogspot.com quantitativeecology.blogspot.com

Quantitative Ecology: Blog Moving

http://quantitativeecology.blogspot.com/2012/07/blog-moving.html

Thursday, July 26, 2012. Thanks to everyone who's visited this blog and provided encouragement and suggestions. My blog is moving to http:/ danieljhocking.wordpress.com/quantitative-ecology-blog/. I hope that you continue this dialog about quantitative and statistical methods for ecology with me in this new location. All old posts have also been migrated to the new location. Subscribe to: Post Comments (Atom). Cite while you write. Generalized linear mixed models. Plotting 95% Confidence Bands in R.

quantitativeecology.blogspot.com quantitativeecology.blogspot.com

Quantitative Ecology: February 2011

http://quantitativeecology.blogspot.com/2011_02_01_archive.html

Monday, February 14, 2011. Reference and PDF management. Organizing and Managing PDFs and References. Organization and administration is an ever increasing part of any academic's or researcher's life. It begins as a small piece as an undergraduate and initial master's student but grows almost exponentially over time. Luckily there are numerous programs to help manage the academic's electronic life. Below is a list of programs and some useful links. Here. Recommendations and this link. I haven't tried thi...

quantitativeecology.blogspot.com quantitativeecology.blogspot.com

Quantitative Ecology: March 2012

http://quantitativeecology.blogspot.com/2012_03_01_archive.html

Monday, March 26, 2012. Installing and Running JAGS on Mac OS 10.5.8. Mac OS 10.5.8. JAGS 2.2.0. 1 Go to https:/ sourceforge.net/projects/mcmc-jags/files/. And download JAGSdist-2.2.0.dmg. Follow the normal install procedures. 2 From the same site download the rjags 2.2.0-1.tar.gz. File to your desktop. Error: package 'rjags' is not installed for 'arch=x86 64'. Open Terminal (/Applications/Utilities/Terminal.app). 5 Open R64 back up and rjags should be installed. Load the library with "library(rjags)...

quantitativeecology.blogspot.com quantitativeecology.blogspot.com

Quantitative Ecology: October 2011

http://quantitativeecology.blogspot.com/2011_10_01_archive.html

Monday, October 31, 2011. Plotting grouped data vs time with error bars in R. This is my first blog since joining R-bloggers. I’m quite excited to be part of this group and apologize if I bore any experienced R users with my basic blogs for learning R or offend programmers with my inefficient, sloppy coding. Hopefully writing for this most excellent community will help improve my R skills while helping other novice R users. Summary of Count and Removal Data. October 25, 2011. Daniel J. Hocking. Now I use...

quantitativeecology.blogspot.com quantitativeecology.blogspot.com

Quantitative Ecology: March 2011

http://quantitativeecology.blogspot.com/2011_03_01_archive.html

Tuesday, March 22, 2011. Here's a link to keyboard shortcuts for the RStudio. Has replaced EMacs, Aquamacs, Tinn-R, Bluefish, and even Komodo Edit as my preferred R IDE/editor. Http:/ gettinggeneticsdone.blogspot.com/2011/03/rstudio-keyboard-shortcut-reference-pdf.html? Tuesday, March 8, 2011. I'm always looking for ways to improve my workflow and overall academic efficiency. I've tried a variety of text editors, GUIs, and integrated development environments (IDEs) for R. Subscribe to: Posts (Atom).

quantitativeecology.blogspot.com quantitativeecology.blogspot.com

Quantitative Ecology: Assumptions of the Linear Model

http://quantitativeecology.blogspot.com/2011/10/assumptions-of-linear-model.html

Thursday, October 6, 2011. Assumptions of the Linear Model. Linear Assumptions from the Analysis Factor. Assumptions of linear regression (and ANOVA) are about the residuals, not the normality or independence of the response variable (Y). If you don't know what this means be sure to read this brief blog article. Subscribe to: Post Comments (Atom). Cite while you write. Generalized linear mixed models. Model Validation: Interpreting Residual Plots. Plotting grouped data vs time with error bars in R. Simpl...

quantitativeecology.blogspot.com quantitativeecology.blogspot.com

Quantitative Ecology: Plotting 95% Confidence Bands in R

http://quantitativeecology.blogspot.com/2012/07/plotting-95-confidence-bands-in-r.html

Thursday, July 26, 2012. Plotting 95% Confidence Bands in R. I am comparing estimates from subject-specific GLMMs and population-average GEE models as part of a publication I am working on. As part of this, I want to visualize predictions of each type of model including 95% confidence bands. Compare Effects of SoilT with 95% CIs. Newdat.soil - expand.grid(. SoilT = seq(0, 30, 1),. RainAmt24 = mean(RainAmt24),. RH = mean(RH),. Windspeed = mean(windspeed),. Droughtdays = mean(droughtdays),. Tlogee = newdat...

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Shige's Research Blog

Friday, August 07, 2015. Emacs key bindings for Rstudio. The preview version of Rstudio (0.99.646), which is stable enough for daily usage, finally implemented an Emacs key binding. Links to this post. Tuesday, August 04, 2015. Nimble 0.4 is out. Quite a number of new features. More details here. Links to this post. New package "dplyrr" - Utilities for comfortable use of dplyr with databases. Is potentially useful for big data analysis. Links to this post. Sunday, August 02, 2015. Links to this post.

sgsong.wordpress.com sgsong.wordpress.com

Shige's Results | Data, models, tables, and figures

Data, models, tables, and figures. October 27, 2013. Statistical analysis: A simple example. I want to compare the racial difference in education, income, and voting behavior. Here is what I did:. Library(reshape2) library(pander) panderOptions(table.style, rmarkdown) new - melt(turnout, id = c(race, age) newcast - dcast(new, race variable, mean) pandoc.table(newcast, digits = 3). The table can be further polished, but it does the job. The point is that the. Package (not yet in CRAN):. The package “.

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