Nonlinear Regression Analysis: illustration with Example in Excel

Hello Friends,
This video is mainly focused on Regression analysis, its types, and Nonlinear Regression in very detail along with a practical example.
Nonlinear Regression analysis is used to mathematically describe the nonlinear relationship between a response variable and one or more predictor variables. Specifically, use nonlinear regression instead of “ordinary least squares regression” when you cannot adequately model the relationship with linear parameters.
I am going to explain this tool with a practical example for easy understanding and better clarity. This video contains the following topics:
1) What is Regression Analysis and its types?
2) Brief explanation of all types of Regression Analysis methods
3) When to use Nonlinear Regression Analysis?
4) Data considerations for Nonlinear Regression
5) Nonlinear Regression Analysis with Practical Example in Microsoft Excel
6) Interpretation of results from Regression analysis including R-Square, Significance F and p-values, Coefficients, Residuals and Best Fit Model for Nonlinear Regression
I am sure, you will like it. Please add your valuable comments and tell me where you are using these tools & techniques and your experiences during practical application.

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And finally, thank you for watching…

0:00 Introduction
0:26 What is Regression analysis and its types
0:53 Ordinary Least Square Regression (OLS)
1:34 Nonlinear Regression
1:47 Orthogonal regression
2:06 Partial Least Square Regression
2:55 Logistic Regression
3:43 What is nonlinear regression analysis
4:28 Data considerations for nonlinear regression
6:05 Nonlinear regression analysis with example in Excel
7:29 Interpretation of nonlinear regression
9:36 Best Fit Model

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[franktwumasi]

No video explains nonlinear regression better than this. Great work!!

[rahulsinha]

Brilliant !! Have been through multiples videos but none explain it better than this. Crisp and straight to the point. Thank you so much.

[asmadahak]

Very helpful thank you so much, could you please explain how to determine parameters of any empirical model based on the non linear regression fit ?

[leratomonatisa]

Wow, you are the best., Well explained indeed. Can you explain nonlinear regression analysis using SPSS because I have more than 6 parameters?

[sam]

Can you make a video on how to interpret regression analysis by multiple variables using data analysis in Excel? Thank you

[alokray]

How to predict the relation between one dependent variable with 4 independent one using non-linear regression in excel?

[Nikesh]

Whats the use of doing so called data analysis, if in the end your going to find equation from trendline?

[aayushireshamwala]

Can Regression analysis be applied on any kind of data? or are there any specifications?

[ranaderavi]

How to do a Multiple non linear Regression in excel?

[aa-sgyp]

I am confused. The way you did the analysis is linear regression, not nonlinear one? I am naive btw

[drsunilpatil]

Instead of fitting any random equation, it would have been proper to use the known 7 variable equation that describes the behavior of the semiconductor.

[valley-of-paradise]

how to avail videos on correlation analysis

[hsiao-tinghuang]

If there is a v-shape relation(Y=|x| )in the data, how can I set a regression model?