Are there any mathematical explanation for reflective analysis approach PLS software?

More Ali Ameen's questions See All

What is the difference between qualitative and qualitative methodology?

Most of researchers at the beginning stage the face the problem in addressing what the the difference between quantitative and qualitative methodology? Could you please contribute in answering the...

01 January 1970 6,923 0 View

How can we analyse the role of moderator variable in smart PLS?

When moderation is present, the strength or even the direction of a relationship between two constructs depends on a third variable. In other words, the nature of the relationship differs...

01 January 1970 284 8 View

Are there anyone who can give me mathematic explanation about reflective analysis and conjunctive analysis in Structural Equation Modelling SEM?

Most researchers have faced the problem disability of differentiate between A reflective analysis and conjunctive analysis in Structural Equation Modelling SEM. Kindly please I need any one assest...

01 January 1970 4,374 2 View

How do we interpret the parameter estimates for dummy variables in regression?

A dummy variable is a numerical variable used in regression analysis to represent subgroups of the sample in your study. In research design, a dummy variable is often used to distinguish different...

01 January 1970 9,894 8 View

How can we perform a Sobel test on a single mediation effect in SPSS?

The Sobel test is basically a specialized t test that provides a method to determine whether the reduction in the effect of the independent variable, after including the mediator in the model, is...

01 January 1970 8,083 0 View

How can we explain a three-way interaction in ANOVA?

One way ANOVA of at a moment analyzing the three-way interaction is through the use of tests of simple main-effects, e.g., the effect of one variable (or set of variables) across the levels of...

01 January 1970 8,991 3 View

How we can we get out-of-sample PREDICTED value?

How we can we get out-of-sample PREDICTED value? Please give us your experience

01 January 1970 3,251 0 View

How do we convert files among SAS, SPSSs and STATA?

How do we convert files among SAS, SPSSs and STATA? Thank you for your answer.

01 January 1970 9,143 1 View

What the main differences between descriptive analysis and inferences analysis?

Most of researcher need to use What the main descriptive analysis technique and where as the main technique is the inferences analysis. The most important question is "What the main differences...

01 January 1970 2,100 6 View

Can Standard Deviation (SD) be greater than MEAN?

When conducting statistical analysis. This questions have been appeared can Standard Deviation (SD) be greater than MEAN? if yes , what is the statistical explain for that? Is this kind of resulte...

01 January 1970 3,500 25 View

How can I prepare virus for a TEM or SEM imaging?

I have virus (viral hemorrhagic septicemia virus) in suspension and the experiment will not involve cells. What level of TCID50 is preferred?

11 August 2024 3,115 1 View

How to learn more about SPSS and its Application?

I would like to learn more about SPSS and Its application especially in regards to data analysis. Please suggest me how I can learn more about it. Thank you so much.

11 August 2024 9,101 4 View

Can I base on reverse DNA sequences to perform alignment, convert to amino acids and GenBank submission?

I have reverse sequences (AB1 format), can I base on reverse DNA sequences to perform nucleotide alignment, convert nucleotides to amino acids and deposit the sequence in GenBank database?

11 August 2024 5,138 1 View

Baseline drift in HPLC? What causes this?

Hello, Why do i see this baseline drift when i compare my blank (black) to the sample (blue)? Any suggestions as to why this happened? Thank you!

11 August 2024 3,770 4 View

What is the reason for current dropping in OER , LSV curve?

I tried four trials of the same Copper Phosphides sample in Alkaline medium ( 0.5M KOH) with Hg/HgO reference electrode and Pt as counter electrode. I used 0.001 V/s scan rate for first three...

10 August 2024 3,629 1 View

Text-Communication from the M1 Hand Area using BCI—and then there is Elon Musk?

Willett, Shenoy et al. (2021) have developed a brain computer interface (BCI) that used neural signal collected from the hand area of the motor cortex (area M1) of a paralyzed patient. The...

10 August 2024 7,180 0 View

Handling Missing Data and Building a Predictive Model with Incomplete Information ?

I am developing a predictive model for a water supply network that involves 20 influencing points. However, I only have historical data for 10 out of these 20 points. I would like to know how to...

10 August 2024 4,005 2 View

Has anyone applied Python in the field of textile engineering for data analysis, automation, or smart textiles?

I'm currently exploring the application of Python in textile engineering, specifically in areas like data analysis, process automation, and the development of smart textiles. I'm interested in...

10 August 2024 7,429 2 View

Is it possible to use the Fused Deposition Modeling (FDM) to additively manufacture interconnected porous structure generation of >100-200 micrometer?

Usually, additive manufacturing techniques like SEBM, SLS, and SLM are used for interconnected porous lattice structure generation with sizes of >100–200 micrometers. Can the Fused Deposition...

09 August 2024 7,892 0 View

How can I use the cif data obtained from rietveld refinement extracted via gsas2, for microstructural analysis using ETEX software?

09 August 2024 7,718 0 View

Ali Ameen Popular answer

Thank you.. But I am looking for Mathematics based in the Partial Least Squares

Ali Ameen

Muhammad Anwar

Hi Ali, You need to read once Hair et al., 2006-2017 Books, They have clearly answered what u looking for. Best of luck.

Qais Almaamari

Hi Dr.Ali

attached book 2017 is usefull for you to understand all what are you looking for regarding SmartPLS So, please, look at below book.

My Regards

Almaamari

This is A very nice book Thank you Qais Almaamari