January 2021

lmDiallel: a new R package to fit diallel models. The Hayman’s model (type 2)

January 4, 2021 | R on The broken bridge between biologists and statisticians

[This article was first published on R on The broken bridge between biologists and statisticians, and kindly contributed to R-bloggers]. (You can report issue about the content on this page here) Want to share your content on R-bloggers? click here if you have a blog, or here if you don't. This posts follows two other previously published posts, where we presented our new ‘lmDiallel’ package (see here) and showed how we can use it to fit the Hayman’s model type 1, as proposed in Hayman (1954) (see here). In this post, we will give a further example relating to another very widespread model from the same author, the Hayman’s model type 2. We apologise for some overlapping with previous posts: we think this is necessary so that each post can be read on its own. The model we are going to talk about is used to describe the results of full (complete) diallel experiments, where we have crosses + reciprocals + selfs. If you are not sure what a diallel experiment is, we suggest you go back to one of our previous posts on this sequence, where we give some preliminary information for beginners. Otherwise, we can proceed to the [...] [Read more...]

The Mulitple Latent Block Model for mixed data

January 4, 2021 | YoungStatS

Abstract Co-clustering techniques, which group observations and features simultaneously, have proven to be efficient in summarising data sets. They exploit the dualism between rows and columns and the data set is summarized in blocks (the crossing of a row-cluster and a column-cluster). However, in the case of mixed data sets (...
[Read more...]

Running History: Garmin Connect

January 4, 2021 | R | datawookie

I had a suspicion that there was more data beyond the history that I got from Strava (see previous post). And indeed my hunch was confirmed by downloading my history from Garmin Connect. My history now goes back to 2013.
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Installing older version of a package

January 4, 2021 | Statistics & R

In many situations when you install a new package, R will ask you whether you want to update to the updated versions of existing packages in your library. However, the main problem is sometimes in the updated version, a certain function might have bee... [Read more...]

Bringing R to Swift on macOS

January 4, 2021 | hrbrmstr

Over Christmas break I teased some screencaps: A more refined #rstats #swift "SwiftR" example. Simple Image view + some text views, a color picker and a button that runs R-in-Swift code (like {reticulate} does for Python in R) Note no ssd/hd storage round-trip for the plot. Code snippet: https://t....
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The Nature of Overfitting

January 4, 2021 | jmount

Introduction I would like to talk about the nature of supervised machine learning and overfitting. One of the cornerstones of our data science intensives is giving the participants the experiences of a data scientist in a safe controlled environment. We hope by working examples they can quickly get to the […]
[Read more...]

The Nature of Overfitting

January 4, 2021 | jmount

Introduction I would like to talk about the nature of supervised machine learning and overfitting. One of the cornerstones of our data science intensives is giving the participants the experiences of a data scientist in a safe controlled environment. We hope by working examples they can quickly get to the […]
[Read more...]

F1 2020 Season Review

January 4, 2021 | Part Time Analyst

Hello readers, its Monday the 4th January and this is the first of my hopefully weekly blogs in 2021. We will see how long that lasts! Today I’m going to be looking at the data underpinning the 2020 F1 season. The story of the season is clear Lewis Hamilton dominated to ...
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overviewR comes with new functions

January 3, 2021 | R-post | Cosima Meyer

New year, better overviewR! It comes with some brand new functions and extensions that make visualizing your sample more beautiful (and easy) than ever! Most of the functions are currently only available in the development version that can be downloade...
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Retail Pricing: Nitrile Gloves

January 3, 2021 | R | datawookie

My colleague, Matt, noted that nitrile gloves are getting really expensive. These things are getting really expensive! pic.twitter.com/RwJoMS5Xoy— Matt Dennis (@mattdenni) January 4, 2021 Is this real or only in his mind? Let’s check it out with Trundler. Setup Load the library and set API key.
library(trundler)

API_KEY <- Sys.getenv("TRUNDLER_KEY")

set_api_key(API_KEY)
...
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Retail Pricing: Nitrile Gloves at Dischem

January 3, 2021 | R | datawookie

My colleague, Matt, noted that nitrile gloves are getting really expensive. These things are getting really expensive! pic.twitter.com/RwJoMS5Xoy— Matt Dennis (@mattdenni) January 4, 2021 Is this real or only in his mind? Let’s check it out with Trundler. Setup Load the library and set API key.
library(trundler)

API_KEY <- Sys.getenv("TRUNDLER_KEY")

set_api_key(API_KEY)
...
[Read more...]

Random Effects Model From Scratch

January 3, 2021 | R on Sam Portnow's Blog

Random Effects Model by Hand I use random effects models (aka mixed-effects models aka multi-level models aka hierarchical linear models) frequently in my research. Although I understood the intuition behind them for a long time, I was lost on the mechanics, so I decided to finally sit down and try ... [Read more...]

Example of Pairs Trading

January 3, 2021 | George Pipis

Introduction Statistical arbitrage trading is a quantitative and computational approach to equity trading which is widely applied by hedge funds ... Read moreExample of Pairs Trading
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