How to reduce BIAS and improve RMSE in multivariate data analysis?

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How the parameters (such as Mw, Chemical bonds, polymer bland and so on) affect the mechanic property of polymer (such as storage, loss modulus) ?

Anyone can recommend any books on such topics? Thanks in advance.

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Which is the most efficient etching solution for nickel based alloys?

Which solution reveals the microstructure and features of nickel-based alloys?

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Which is the most convenient manufacturing software for Additive Manufacturing?

Which tools can be used to generate machine codes for additive manufacturing?

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Which is the best place in the world for the plant biotechnology research?

I am searching for a good place for the Post Doc,

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Which SAR dataset to use for generating coherency matrix and performing target decomposition (Description) ?

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How does one access the Cranet survey data on HRM practices?

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Genome-wide gene identification protocol ?

Is there any book chapter/book, webpage or research article available to understand genome-wide gene identification?

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Efficiency of Proximity Feed Patch Antenna ?

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Can the problems of overfitting be solved without cross validation?

For an overfit data set the cross validation error will be much bigger than the training error. Is it true or false?

23 February 2021 3,616 2 View

Research Gate Does it help researches to publicize their scientific work ?

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How to compare two groups with only two measurements?

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Enhanced Yellow Fluorescent Protein (Aequorea victoria) DNA sequence?

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What's the best way to measure growth rates in House sparrow chicks from day 2 to day 10?

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I got 02 moderator values defining Johnson-Neyman significance regions. Is it an error?

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Do we need to write protocol for a second study of a systematic review that has been registered and published?

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How to increase a model accuracy ?

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1. What is the impact of having different scales in a survey? and how can we solve this problem before and after data collection (Literature)?

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What degree of missing data in a particular case/participant results in Expectation-Maximisation no longer working?

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Do I need to do linear regression before running mediation analysis using PROCESS MACRO by Hayes ?

I just wanted to check if I need to run a linear regression separately if I am using PROCESS MACRO to run mediation analysis. Thank you.

02 March 2021 4,359 3 View

David Eugene Booth

Basically you need to build a better model. Start with methods in the attached screenshot. A univariate model example is in the attached paper. Best wishes David Booth

Remal Al-Gounmeein

See these links, please:

Article Reducing Bias and Mean Squared Error Associated With Regress...

https://www.mjssm.me/clanci/MJSSM_March_2014_Sindik_23-29.pdf

https://towardsdatascience.com/mse-and-bias-variance-decomposition-77449dd2ff55

Impact Analysis of Univariate and Multivariate Bias Correction on Rice Irrigation Water Needs in Jiangxi Province, China

Vrushali Lanjewar

Yogesh Kumar

These link might help

Article A multivariate meta-analysis approach for reducing the impac...

https://www.rapidinsight.com/blog/preventing-data-bias/

https://www.includehelp.com/ml-ai/root-mean-square%20error-rmse.aspx