Questions tagged [linear-regression]

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Several models identify different which genes are significant

I want to find some good predictors (genes). This is my data, log transformed RNA-seq: ...
2
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0answers
21 views

Trouble optimizing Five Parameter Logistic (5PL) Standard Curve for ELISA data using Python

I am attempting to write a tool to be used by my lab to automatically generate a 5PL Standard Curve for ELISA data, using an XLSX file template. I am using pandas dataframes to hold the 96 wells as ...
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0answers
43 views

Detect differentially expressing cells

after comments on my original post, I will ask my question again here I have data (RNA expression values, obtained with multi-channel in situ hybridization) collected from 1mio human cells. For each ...
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0answers
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Filtering criteria for selecting DEGs from Monocle3 regression analysis with categorical terms

I'm testing the package Monocle3 (version 0.2.0) with the following code. The main aim of this analysis is to identify differentially expressed genes for every time ...
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How can I perform the assumption of the lmfit function from limma package?

I'm doing a DNA methylation analysis using the limma package. The idea is to explore if there is a dose-response between exposure (pm2.5) and methylated CpG sites. Here is my code. I would like to ...
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1answer
45 views

Can I use a regular liner regression model when I'm working with DNA methylation data?

I'm new on working with genetics data and I'm just wondering if I can use the lm function when I'm building my models or do I have to use ...
0
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1answer
47 views

Investigate the effect of street-light regime on insects

I need advice on a suitable analysis of a dataset that has an awkward design - because we investigate a real-world situation -we have two sites (A,B) where we can conduct the research. The hypothesis ...