2181 search results for "time series"

Working with NIfTI images in R

October 1, 2014
By
Working with NIfTI images in R

The oro.nifti package is awesome for NeuRoimaging (couldn't help myself). It has functions to read/write images, introduces the S4 nifti class, and has useful plotting functions. There are some limitations and some gotchas that are important to discuss if you are working with these objects in R. Dataset Creation We'll read in some data (a

Read more »

Implementing an EM Algorithm for Probit Regressions

September 30, 2014
By
Implementing an EM Algorithm for Probit Regressions

Users new to the Rcpp family of functionality are often impressed with the performance gains that can be realized, but struggle to see how to approach their own computational problems. Many of the most impressive performance gains are demonstrated with seemingly advanced statistical methods, advanced C++–related constructs, or both. Even when users are able to understand how various demonstrated features operate in isolation, examples...

Read more »

Implementing an EM Algorithm for Probit Regressions

September 30, 2014
By
Implementing an EM Algorithm for Probit Regressions

Users new to the Rcpp family of functionality are often impressed with the performance gains that can be realized, but struggle to see how to approach their own computational problems. Many of the most impressive performance gains are demonstrated with seemingly advanced statistical methods, advanced C++–related constructs, or both. Even when users are able to understand how various demonstrated features operate in isolation, examples...

Read more »

Building a DGA Classifier: Part 1, Data Preparation

September 30, 2014
By

This will be a three-part blog series on building a DGA classifier and will be split into three logical phases of building a classifier: 1) Data preparation (this) 2) Feature engineering and 3) Model selection. And before I get too far into this, I want to give a huge thank you to Click Security for releasing a DGA classifier in python as part of...

Read more »

Structural Arb Analysis and Portfolio Management Functionality in R

September 30, 2014
By
Structural Arb Analysis and Portfolio Management Functionality in R

I want to use this post to replicate an article I found on SeekingAlpha, along with demonstrating PerformanceAnalytics’s ability to … Continue reading →

Read more »

A bioinformatics walk-through: Accessing protein-protein interaction interfaces for all known protein structures with PDBe PISA

September 28, 2014
By
A bioinformatics walk-through: Accessing protein-protein interaction interfaces for all known protein structures with PDBe PISA

If this summer’s posting became a little infrequent, part of the blame lies with computational research I’ve been working on, regarding the systems biology of chromosomal translocations and the ensuing chimeric proteins at the Medical Research Council Laboratory of Molecular Biology in Cambridge. A sizeable part of bioinformatics ‘dry lab’ work falls into what has been described in the Estimating Generalization Error with the PRESS statistic

As we’ve mentioned on previous occasions, one of the defining characteristics of data science is the emphasis on the availability of “large” data sets, which we define as “enough data that statistical efficiency is not a concern” (note that a “large” data set need not be “big data,” however you choose to define it). In Related posts:

Read more »

How Many Paths are Possible in an 18 Hole Round of Match Play Golf?

September 25, 2014
By
How Many Paths are Possible in an 18 Hole Round of Match Play Golf?

In honor of the Ryder Cup, here's a fun puzzle for the mathematically inclined golfer to consider: how many different paths are possible in an 18 hole round of match play golf? If you'd rather not wade through the math then you can skip ahead to the "practical exploration" section of this post to see some actual match play...

Read more »

DVI Performance

September 24, 2014
By
DVI Performance

This is the next post in the DVI indicator series. After the first two (here and here) analyzed in details the post-entry returns and the entry power of this indicator, it’s time to take a look at the trading performance. Using the Systematic Investor Toolbox, we get some pretty decent results: CAGR of 16.15% and

Read more »

Sponsors

Never miss an update!
Subscribe to R-bloggers to receive
e-mails with the latest R posts.
(You will not see this message again.)

Click here to close (This popup will not appear again)