r software

I am currently working on my master thesis that is investigating textual factors of "viral headlines". My professor gave me a data set for R that contains about 4.000 packages. Each package has about 3 -5 different headlines of the same article, and their resulting click rate. Somewhat like an...

In my research, I aimed to perform a regression model with four predictors and one response variable. When I verified a high collinearity among the predictors, I was instructed to handle this problem using a ridge regression. So, I developed this analysis using R's glmnet package, and I...

Hello I have a stats thinking about how to best analyse my data. I have sampled forest floor samples in 10 sites, 1 sample per site. In each sample, I quantified the density of 5 different bacteria strains. I want to know if one bacteria strain is more represented on average than others, and...

Hello all. I am working on a data base collected by walk/path observations in animals. The data is recorded as coordinate X and Y. Do you have any suggestion about which R package I can use and which analysis would best to test different between different conditions. For now I found a nice...

Would like to receive the review for the following book Essentials of Bio-statistics: An overview with the help of software www.ijsmi.com/book.php This book intends to provide an overview of biostatistics concepts and methodology through the use of statistical software. It helps clinicians...

I'm trying to analyze some experimental data about animal behaviour using R and would need some help or advice regarding which non-parametric test should I use. The variables I have are: - Response variable: "Vueltasmin", a numeric one - Explicatory variable: "Condicion", a factor with 6 levels...

I am trying to generate a cdf plot by using ggplot and have looked at some examples online. However when I try to replicate it I get the following error: "arguments imply differing number of rows: 1, 0" I made a search and it seems from what I gather the nrows!=ncol and that doesn't work for a...

Hello everyone. I need help with the citation model as explained in This article "Bibliometric tools applied to analytical articles: the example of gene transfer‐related research" The model is expressed as C=KY+S C=cumulative number of citation Y=article life K=citation rate (number of...

Let I have some data against time : time <- seq(ISOdate(2007,7,1,0), ISOdate(2008,4,5,23), by = "1 hour") y <- rnorm(n = length(time)) dat <- data.frame(time = time, y = y) Now I am trying to create another variable `day_index` which will take value 1 for 2007-07-01...

Hello, all, I would like to model my data using a bivariate probit model but would like to explain unobserved heterogeneity of the coefficients in the model using finite mixture. That is, I would like to explain the characteristics of the segments (sub groups) when I estimate my bivariate...

The project that I have decided to take is about how the success rate of a football team (considering a single league of 18 teams) depends on different factors like wages, revenue earned by team, etc.. I need immediate help!!

I am testing the a couple of CAPM based models for my dissertation, and I have a healthy amount of stocks to regress, 5000 according to my last calculations, they’d have to be done as 75 stocks at a time, (in a portfolio). The number makes it an unrealistic task to accomplish manually, I have...

Hi everyone, I am currently writing my master thesis about random forests and just started to work with the R software. When I am running my model the output looks like this: Mean of squared residuals: 0.0002441535 % Var explained: -8.82 Can anyone explain me why I get a negative R²? I...

Dear All, As I am not experienced in stats I would like to ask for some stats suggestions for a study. study one: control impact with one impacted site and one reference site. Two species and biometrics taken. I need to see if the the impacted site increases biometrics. study two...

How does the code in R work? Why does it take 3 values? 0:2/5 [1] 0.0 0.2 0.4

Hi everyone, My knowledge in R statistical software is poor. Could eventually someone help me to understand which way I do dredge in R? How do I present all top models within 2 AIC and model averaged parameter estimates? Thank you in advance, Tom

Hello everyone, I am a MATLAB-user (in my previous work & education) but my company has R installed (and I don’t think there is the will to get an expensive MATLAB license). I am vaguely familiar with R as I used it for a statistics class 8 years ago, but I haven’t touched it since then...

I think my problem is best solved by the use of multi-level models. However, I’d like to confirm if what I’m doing is right, and the use of the function is right too. I work with cells (biology), by doing electrophysiology. I apply to each cell a series of currents, in 20 pA steps, ranging from...

Hi all, I am trying to detect outliers using self organizing models in the R package Kohonen. In most of the papers the MID matrix (median interneuron distance) is used to assess possible outliers. Therefore, I am trying to compute the MID matrix from the output from the package Kohonen...

I want to ask some confusing in my mind regarding the data analysis: I have conducting the experimental trial in repeated measure by hours as below: Design: Completely Randomized Design--(in green houses)-there are 6 box unit...