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Wayne G. Fischer, PhD commented on Chirag Shivalker's blog post Linear Models Don’t have to Fit Exactly for P-Values To Be Accurate, Right, and Useful
""Independent variables and outcome variables should have a linear relationship among them."  Wrong.  "Linear" in (multiple) linear regression refers to the relationship between the outcome (dependent) variable and the…"
Monday
Parmod Kumar liked Chirag Shivalker's blog post Linear Models Don’t have to Fit Exactly for P-Values To Be Accurate, Right, and Useful
Nov 10
Chirag Shivalker's blog post was featured

Linear Models Don’t have to Fit Exactly for P-Values To Be Accurate, Right, and Useful

There is no need to get confused with multiple linear regression, generalized linear model or general linear methods. The general linear model or multivariate regression model is a statistical linear model and is written as Y = XB + U. Usually, a linear model includes a number of different statistical models such as ANOVA, ANCOVA, MANOVA, MANCOVA, ordinary linear regression, t-test and F-test. The GLM is a generalization of multiple linear regression models to the case of more than one…See More
Nov 9
Chirag Shivalker liked Chirag Shivalker's blog post Audience is The Future Business Model, Data Analytics Can Improves It
Sep 27
Chirag Shivalker's blog post was featured

Audience is The Future Business Model, Data Analytics Can Improves It

Companies and enterprises are facing a daily grind, while they are also required to see to it that their customers are happy & satisfied, operations is efficient and employees are satisfied; and all this makes running the business – a real challenge. “Audience is the new business model”, and if any organization is struggling miserably to communicate with customers or their audience, there certainly is a negative impact of it across the business plan, starting from finances to product…See More
Sep 27
Chirag Shivalker posted a blog post

Audience is The Future Business Model, Data Analytics Can Improves It

Companies and enterprises are facing a daily grind, while they are also required to see to it that their customers are happy & satisfied, operations is efficient and employees are satisfied; and all this makes running the business – a real challenge. “Audience is the new business model”, and if any organization is struggling miserably to communicate with customers or their audience, there certainly is a negative impact of it across the business plan, starting from finances to product…See More
Sep 27
Chirag Shivalker updated their profile
Jun 23
Chandan Kumar liked Chirag Shivalker's blog post For Companies, Data Analytics is a Pain; But Why?
Jun 22
Chirag Shivalker's blog post was featured

For Companies, Data Analytics is a Pain; But Why?

Businesses across the globe are facing the brunt, one of huge data influx and second of increasing data complexity and of course the market volatility. To address these challenges, companies and all their verticals are turning to data-driven analytics and insights as a means to better understand their organization’s customer bases and to grow their businesses; and manage the increasing uncertainty up to a certain extent. The shift from conventional to data driven analytics is steered by…See More
Jun 22
Chirag Shivalker posted a blog post

For Companies, Data Analytics is a Pain; But Why?

Businesses across the globe are facing the brunt, one of huge data influx and second of increasing data complexity and of course the market volatility. To address these challenges, companies and all their verticals are turning to data-driven analytics and insights as a means to better understand their organization’s customer bases and to grow their businesses; and manage the increasing uncertainty up to a certain extent. The shift from conventional to data driven analytics is steered by…See More
Jun 22
Chirag Shivalker liked Chirag Shivalker's blog post Descriptive, Predictive & Prescriptive Analytics will fail to Help You Understand Your Business
Jun 8
Chirag Shivalker posted a blog post

Descriptive, Predictive & Prescriptive Analytics will fail to Help You Understand Your Business

It has been a practice followed religiously by companies and organizations to analyze how they have performed over a period of time. It is mandatory for them to do so; just that some do it to survive and some do it to thrive in concurrent market dynamics. If we look…See More
Jun 3

Profile Information

Short Bio:
Chirag Shivalker loves working with Hi-Tech BPO, a company thriving in the industry for more than two decades. Since then they have helped enterprise level clients globally in managing their data and providing analytics; ultimately empowering them to make insightful business decisions, take bold action, and execute quickly. He regularly writes about the importance of data management for data analytics and the changing landscape of the business process management industry.
My Website or LinkedIn Profile (URL):
http://www.hitechbpo.com
Field of Expertise:
Business Analytics, Predictive Modeling, Data Mining, Web Analytics, Vizualization
Years of Experience in Analytical Role:
12
Professional Status:
Executive Management
Your Company:
Hi-Tech BPO
Industry:
Data Solutions
Your Job Title:
Content Head
How did you find out about AnalyticBridge?
Google

Chirag Shivalker's Blog

Linear Models Don’t have to Fit Exactly for P-Values To Be Accurate, Right, and Useful

Posted on November 2, 2017 at 11:30pm 1 Comment

There is no need to get confused with multiple linear regression, generalized linear model or general linear methods. The general linear model or multivariate regression model is a statistical linear model and is written as Y = XB + U.





Usually, a linear model includes a number of different statistical models such as ANOVA, ANCOVA, MANOVA, MANCOVA, ordinary linear regression, t-test and F-test. The GLM is a generalization of multiple…

Continue

Audience is The Future Business Model, Data Analytics Can Improves It

Posted on September 26, 2017 at 12:30pm 0 Comments

Companies and enterprises are facing a daily grind, while they are also required to see to it that their customers are happy & satisfied, operations is efficient and employees are satisfied; and all this makes running the business – a real challenge. “Audience is the new business model”, and if any organization is struggling miserably to communicate with customers or their audience, there certainly is a negative impact of it across the business plan,…

Continue

For Companies, Data Analytics is a Pain; But Why?

Posted on June 22, 2017 at 1:30pm 0 Comments

Businesses across the globe are facing the brunt, one of huge data influx and second of increasing data complexity and of course the market volatility. To address these challenges, companies and all their verticals are turning to data-driven analytics and insights as a means to better understand their organization’s customer bases and to grow their businesses; and manage the increasing uncertainty up to a certain extent. 

The shift from conventional…

Continue

Descriptive, Predictive & Prescriptive Analytics will fail to Help You Understand Your Business

Posted on May 12, 2017 at 7:30am 0 Comments

It has been a practice followed religiously by companies and organizations to analyze how they have performed over a…

Continue

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