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Statistical Computing + Bayesian Modelling (by Martyn)
What’s new in JAGS 4.0.0 part 3/4: R-style features | JAGS News
https://martynplummer.wordpress.com/2015/08/16/whats-new-in-jags-4-0-0-part-34-r-style-features
Statistical Computing Bayesian Modelling. Skip to primary content. What’s new in JAGS 4.0.0 part 3/4: R-style features. August 16, 2015. The major change is vector indexing. In R, if you want to create a vector y consisting of the 5th, 4th, 2nd and 8th, elements of the vector x, then you do this very simply:. Ind - c(5,4,2,8) y - x[ind]. The equivalent calculation in JAGS 3.4.0 requires a for loop. For (i in 1:length(ind) { y[i] - x[ind[i] }. For (i in a:b) {. For (i in v) { . }. A = 1 b = sum(x[1:N]).
JAGS News | Statistical Computing + Bayesian Modelling | Page 2
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Statistical Computing Bayesian Modelling. Skip to primary content. Skip to secondary content. Newer posts →. January 11, 2016. I am very pleased to announce that Tomasz Miąsko has created a Python interface to JAGS. The rest of this post is by Tomasz. Nowadays Python users certainly cannot complain about a lack of MCMC packages. We have emcee. To mention a few. Recently this list was extended by one more; PyJAGS. December 15, 2015. Shlemiel the painter strikes again. October 16, 2015. October 13, 2015.
Don’t forget the brackets | JAGS News
https://martynplummer.wordpress.com/2015/08/05/dont-forget-the-brackets
Statistical Computing Bayesian Modelling. Skip to primary content. Don’t forget the brackets. August 5, 2015. I have been helping a user who found some discrepancies between the results from JAGS and OpenBUGS. Such problems always concern me and I give them high priority. In this case, there were several differences in parameterizatino between the JAGS and OpenBUGS models. Among them, the JAGS model included this line:. Prec[g] - 1.0 / sigma[g]*sigma[g]. Prec[g] - 1.0. The standard-deviation-to-precision...
JAGS 4.0.0beta is available | JAGS News
https://martynplummer.wordpress.com/2015/07/29/jags-4-0-0beta-is-available
Statistical Computing Bayesian Modelling. Skip to primary content. JAGS 4.0.0beta is available. July 29, 2015. This took somewhat longer than planned. Due to the long lapse between JAGS 3.4.0 and JAGS 4.0.0 there will be quite a long beta period. I shall explain some of the important changes in a series of follow-up posts. I cannot currently upload the files to Sourceforge. They are still recovering from a major outage from a couple of weeks ago. For now, you can download. Leave a Reply Cancel reply.
Lack of reproducibility in the glm module | JAGS News
https://martynplummer.wordpress.com/2012/08/28/lack-of-reproducibility-in-the-glm-module
Statistical Computing Bayesian Modelling. Skip to primary content. Lack of reproducibility in the glm module. August 28, 2012. The script, and some sample output, is below. The script prints one of the sampled values after 500 iterations. This value should be the same across all 10 replications, which is what we see without the glm module:. 1] 01390914 0.1390914 0.1390914 0.1390914 0.1390914 0.1390914 [7] 0.1390914 0.1390914 0.1390914 0.1390914. This entry was posted in JAGS. August 31, 2012 at 3:03 pm.
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Mark the Graph: February 2015
http://markthegraph.blogspot.com/2015_02_01_archive.html
I like to plot! Saturday, February 21. Load ABS files to MySQL. When I am working in R, I tend to have my working data in a MySQL database. I found that R did not always play nicely (and quickly) with complex Microsoft Excel files. Previously, I had quite a complex bit of python code to read Excel files and upload them to MySQL. I have now retooled the way in which I load files from the Australian Bureau of Statistics (ABS) to MySQL using Python pandas. The code is much simpler. Import sys sys.path&#...
Mark the Graph: July 2015
http://markthegraph.blogspot.com/2015_07_01_archive.html
I like to plot! Saturday, July 4. Capitalising low interest rates. Subscribe to: Posts (Atom). Malcolm Turnbull must beware the whims of the promiscuous voter. Storify: The "Long" vs. the "Short Twentieth Century. Trade and Manufacturing Jobs (Wonkish). Frustration with published results that can’t be reproduced, and journals that don’t seem to care. Summers on the Carrier Deal. Parametric variable names and dplyr. MacBook Pro Users Express Concerns About Limited Battery Life. Bill Mitchell - billy blog.
Mark the Graph: December 2013
http://markthegraph.blogspot.com/2013_12_01_archive.html
I like to plot! Saturday, December 28. I am working on two Python cheat sheets. The first one is ready for review. It covers the basics of Python. The second one, still in development, covers the pandas DataFrame object. As always - corrections and suggestions for improvement welcome. Friday, December 13. Friday, December 6. Growth in unemployment benefits since the GFC. Thursday, December 5. Selected charts from the national accounts. GDP: This is the third quarter of sub 2.5 per cent annual growth.
Mark the Graph: M1: surge in money supply - meaningful or meaningless
http://markthegraph.blogspot.com/2015/04/m1-surge-in-money-supply-meaningful-or.html
I like to plot! Sunday, April 5. M1: surge in money supply - meaningful or meaningless. The last couple of months have seen a sudden jump in liquid money supply (M1). Subscribe to: Post Comments (Atom). Malcolm Turnbull must beware the whims of the promiscuous voter. Storify: The "Long" vs. the "Short Twentieth Century. Trade and Manufacturing Jobs (Wonkish). Frustration with published results that can’t be reproduced, and journals that don’t seem to care. Summers on the Carrier Deal. RBA sets up for a c...
Getting Started with JAGS, rjags, and Bayesian Modelling
http://jeromyanglim.blogspot.com/2012/04/getting-started-with-jags-rjags-and.html
Jeromy Anglim's Blog: Psychology and Statistics. Wednesday, April 11, 2012. Getting Started with JAGS, rjags, and Bayesian Modelling. JAGS stands for Just Another Gibbs Sampler. To quote the program author, Martyn Plummer, "It is a program for analysis of Bayesian hierarchical models using Markov Chain Monte Carlo (MCMC) simulation." It uses a dialect of the BUGS language, similar but a little different to OpenBUGS and WinBUGS. Why Bayesian rather than Null Hypothesis Significance Testing ( NHST. It's si...
Mark the Graph: April 2015
http://markthegraph.blogspot.com/2015_04_01_archive.html
I like to plot! Sunday, April 5. M1: surge in money supply - meaningful or meaningless. The last couple of months have seen a sudden jump in liquid money supply (M1). Subscribe to: Posts (Atom). Malcolm Turnbull must beware the whims of the promiscuous voter. Storify: The "Long" vs. the "Short Twentieth Century. Trade and Manufacturing Jobs (Wonkish). Frustration with published results that can’t be reproduced, and journals that don’t seem to care. Summers on the Carrier Deal. Bill Mitchell - billy blog.
Mark the Graph: Using python statsmodels for OLS linear regression
http://markthegraph.blogspot.com/2015/05/using-python-statsmodels-for-ols-linear.html
I like to plot! Sunday, May 3. Using python statsmodels for OLS linear regression. This is a short post about using the python statsmodels package for calculating and charting a linear regression. Let's start with some dummy data. Which we will enter using iPython. We fake up normally distributed data around y x 10. In [1]: import numpy as np In [2]: x = np.random.randn(100) In [3]: y = x np.random.randn(100) 10. We can plot this simply . In [7]: fig.suptitle('Example Scatter Plot') Out[7]:. In [20]: fig...
Mark the Graph: November 2013
http://markthegraph.blogspot.com/2013_11_01_archive.html
I like to plot! Saturday, November 30. Home Brew Seasonal Adjustment. I have been using the R package stl(). To undertake seasonal decompositions of time series data. However, it removes much more signal/noise than the approach used by by the Australian Bureau of Statistics. Because it produces a trend series that is much less noisy than that from the ABS, it is slower to identify turning points in the data (as can be seen in the next three charts). Arima') return(NULL) prediction.log - NULL tryCatch...
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Monday, 6 July 2015. Saturday, 4 July 2015. My poster for the powerful horror feature "Angel Falls" to which I am attached as director. Saturday, 28 February 2015. Original Concept Art For "The Age of Stupid". These are my concept art designs for the sequences I directed in the documentary feature film "The Age of Stupid". Going for a lush cinematic look within the parameters of an indie feature. Monday, 8 September 2014. Evil Never Dies" on tv. Wednesday, 30 July 2014. Concept Art From New Project.
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Where do i get help? CMSMS tags in the templates. Left simple navigation 1 column. Top simple navigation left subnavigation 1 column. CSSMenu top 2 columns. CSSMenu left 1 column. ShadowMenu Tab 2 columns. Tags in the core. Simplicity for End Users. You are here: Home. Welcome to my world. As a career civil servant I was a safety practitioner involved either as a union appointed Safety Representative or as an adviser to senior management teams and obtaining Chartered status with IOSH in 2013.
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JAGS News | Statistical Computing + Bayesian Modelling
Statistical Computing Bayesian Modelling. Skip to primary content. Skip to secondary content. What’s new in JAGS 4.0.0 part 3/4: R-style features. August 16, 2015. Bayesian Methods for the Physical Sciences. August 12, 2015. Stefano Andreon, who has for a long time been promoting Bayesian methods in astronomy, has published a book on Bayesian Methods for the Physical Sciences. The book implements models in JAGS and the models and data sets. August 9, 2015. I know from questions in the JAGS forums. So tha...
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Jazz Guitar and Bass. Martyn Popey is a jazz guitarist and bassist who plays in the classic style of the 1940s and 1950s. Based in the Ark-La-Tex area, he performs in a variety of settings from solo to big band. Click the links at the top of the page to listen and learn more.
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N Potter has over 20 years experience of advising public, private and not-for-profit organisations on Human Resource and strategy related issues. He has worked with pre-start, start-up, high growth and established businesses across a range of sectors. Human Resource and Strategy Consultancy Service. Specialist service providing independent and objective advice in the following areas:. Recruitment, selection and interviewing. Referencing checks, psychometric testing and CV verification.
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