statistics, R, python, misc, ...  
javi | May 30, 2025, 1:10 p.m.
<p> Structural time series models are a appealing frame work for time series modelling since components such as the trend or the seasonal are explicitly modelled. Besides, both deterministic compone
Read More →javi | May 30, 2025, 1:09 p.m.
<i>Note: The following are BibTex and pdf files containing the references cited in this post</i> <a href="/../../static/blog/p08/bib.bib" target="_blank">bib.bib</a> <a href="/../../static/blog/p08/re
Read More →javi | May 26, 2025, 9:41 p.m.
<p> The package <strong><a href="http://cran.r-project.org/package=stsm" target="_blank">stsm</a></strong> provides some utilities to fit the basic structural time series model. </p> <p> As discussed
Read More →javi | May 25, 2025, 4:56 p.m.
<p> This post is an abridged version of <a href="/../../static/blog/p06/tsoutliers.pdf" target="_blank">this document</a>. Here, I will focus on the non-technical content and will reproduce some examp
Read More →javi | May 11, 2025, 9:54 a.m.
<p>In a previous post I introduced the data set provided by <a href="http://www.euskalmet.euskadi.net/" target="_blank">Euskalmet</a>, the Basque Agency of Meteorology. Here, we use the same database
Read More →javi | May 8, 2025, 9:07 a.m.
<p> <a href="http://www.euskalmet.euskadi.net/" target="_blank">Euskalmet</a> is the Basque Agency of Meteorology. Euskalmet collects daily meteorological data at several stations. A database containi
Read More →javi | May 8, 2025, 7:21 a.m.
<p> As an interpreted language, R has some limitations when it comes to racing against the clock. Calling precompiled code is a common trick to speed-up R code. Computationally intensive tasks can be
Read More →javi | May 7, 2025, 10:25 p.m.
<p> The so-called vignettes are a useful supplemental documentation for R packages. A vignette often mixes standard text, typically formatted in LaTeX, with chunks of R code. During the process of bui
Read More →javi | May 7, 2025, 9:54 p.m.
<p> The website of the <a href="http://climate.gi.alaska.edu/" target="_blank">Alaska Climate Reasearch Center</a> contains a lot of interesting information about climate and meteorology in a unique p
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