
Design your surveys with survey chaining
Design your surveys with survey chaining SHARE THE ARTICLE ON Table of Contents Some survey topics require in-depth data digging and extensive questions to be
Find the best survey software for you!
(Along with a checklist to compare platforms)
Take a peek at our powerful survey features to design surveys that scale discoveries.
Explore Voxco
Need to map Voxco’s features & offerings? We can help!
We’ve been avid users of the Voxco platform now for over 20 years. It gives us the flexibility to routinely enhance our survey toolkit and provides our clients with a more robust dataset and story to tell their clients.
Steve Male
VP Innovation & Strategic Partnerships, The Logit Group
Explore Regional Offices
Find the best survey software for you!
(Along with a checklist to compare platforms)
Take a peek at our powerful survey features to design surveys that scale discoveries.
Explore Voxco
Need to map Voxco’s features & offerings? We can help!
We’ve been avid users of the Voxco platform now for over 20 years. It gives us the flexibility to routinely enhance our survey toolkit and provides our clients with a more robust dataset and story to tell their clients.
Steve Male
VP Innovation & Strategic Partnerships, The Logit Group
Explore Regional Offices
SHARE THE ARTICLE ON
As the name suggests, multiple regression is a statistical technique applied on datasets dedicated to draw out a relationship between one response or dependent variable and multiple independent variables. Form the definition it is obvious that the study of an event or phenomena will have various factors causing its occurrence.
Multiple regression works by considering the values of the available multiple independent variables and predicting the value of one dependent variable.
Example: A researcher decides to study students’ performance from a school over a period of time. He observed that as the lectures proceed to operate online, the performance of students started to decline as well. The parameters for the dependent variable “decrease in performance” are various independent variables like “lack of attention, more internet addiction, neglecting studies” and much more.
A 9 min on-demand demo on how you can convert data into insights.
In case of linear regression, although it is used commonly, it is limited to just one independent and one dependent variable. Apart from that, linear regression restricts to the training dataset and does not predict a non-linear regression.
For the same limitations and to cover them, we use multiple regression. It focuses on overcoming one particular limitation and that is allowing to analyse more than one independent variable.
We will start the discussion by first taking a look at linear regression equation:
y = bx + a
Where,
y is a dependent variable we need to find, x is an independent variable. The constants a and b drives the equation. But according to our definition, as the multiple regression takes several independent variables (x), so for the equation we will have multiple x values too:
y = b1x1 + b2x2 + … bnxn + a
Here, to calculate the value of the dependent variable y, we have multiple independent variables x1, x2, and so on. The number of independent variables can grow till n and the constant b with every variable denotes its numeric value. The purpose of the constant a is to denote the dependent variable’s value in case when all the independent variable values turn to zero.
Example: So for above example, the multiple regression equation would be:
y = b1 * attention + b2 * internet addiction + b3 * technology support + … bnxn + a
[Related read: Regression Analysis]
ReconMR increased productivity by 40% & scaled to 5 call centers.
Trusted by Top 50 MR firms globally.
Read more
Design your surveys with survey chaining SHARE THE ARTICLE ON Table of Contents Some survey topics require in-depth data digging and extensive questions to be
Online Research SHARE THE ARTICLE ON Share on facebook Share on twitter Share on linkedin Table of Contents Online research is a research technique that
Survey Features Question validation Get a free evaluation Unlock your Sample Survey Get your current survey solution evaluated by our experts. What is questions validation?
The Definitive Guide to Big Data SHARE THE ARTICLE ON Share on facebook Share on twitter Share on linkedin Table of Contents Introduction Big data
Unlock The Power Of Branded Surveys SHARE THE ARTICLE ON Table of Contents The survey is a part of the customer experience. When you are
Data Mining: Unleash the Power of Your Data Exclusive Step by Step guide to Descriptive Research Get ready to uncover the how, when, what, and
We use cookies in our website to give you the best browsing experience and to tailor advertising. By continuing to use our website, you give us consent to the use of cookies. Read More
Name | Domain | Purpose | Expiry | Type |
---|---|---|---|---|
hubspotutk | www.voxco.com | HubSpot functional cookie. | 1 year | HTTP |
lhc_dir_locale | amplifyreach.com | --- | 52 years | --- |
lhc_dirclass | amplifyreach.com | --- | 52 years | --- |
Name | Domain | Purpose | Expiry | Type |
---|---|---|---|---|
_fbp | www.voxco.com | Facebook Pixel advertising first-party cookie | 3 months | HTTP |
__hstc | www.voxco.com | Hubspot marketing platform cookie. | 1 year | HTTP |
__hssrc | www.voxco.com | Hubspot marketing platform cookie. | 52 years | HTTP |
__hssc | www.voxco.com | Hubspot marketing platform cookie. | Session | HTTP |
Name | Domain | Purpose | Expiry | Type |
---|---|---|---|---|
_gid | www.voxco.com | Google Universal Analytics short-time unique user tracking identifier. | 1 days | HTTP |
MUID | bing.com | Microsoft User Identifier tracking cookie used by Bing Ads. | 1 year | HTTP |
MR | bat.bing.com | Microsoft User Identifier tracking cookie used by Bing Ads. | 7 days | HTTP |
IDE | doubleclick.net | Google advertising cookie used for user tracking and ad targeting purposes. | 2 years | HTTP |
_vwo_uuid_v2 | www.voxco.com | Generic Visual Website Optimizer (VWO) user tracking cookie. | 1 year | HTTP |
_vis_opt_s | www.voxco.com | Generic Visual Website Optimizer (VWO) user tracking cookie that detects if the user is new or returning to a particular campaign. | 3 months | HTTP |
_vis_opt_test_cookie | www.voxco.com | A session (temporary) cookie used by Generic Visual Website Optimizer (VWO) to detect if the cookies are enabled on the browser of the user or not. | 52 years | HTTP |
_ga | www.voxco.com | Google Universal Analytics long-time unique user tracking identifier. | 2 years | HTTP |
_uetsid | www.voxco.com | Microsoft Bing Ads Universal Event Tracking (UET) tracking cookie. | 1 days | HTTP |
vuid | vimeo.com | Vimeo tracking cookie | 2 years | HTTP |
Name | Domain | Purpose | Expiry | Type |
---|---|---|---|---|
__cf_bm | hubspot.com | Generic CloudFlare functional cookie. | Session | HTTP |
Name | Domain | Purpose | Expiry | Type |
---|---|---|---|---|
_gcl_au | www.voxco.com | --- | 3 months | --- |
_gat_gtag_UA_3262734_1 | www.voxco.com | --- | Session | --- |
_clck | www.voxco.com | --- | 1 year | --- |
_ga_HNFQQ528PZ | www.voxco.com | --- | 2 years | --- |
_clsk | www.voxco.com | --- | 1 days | --- |
visitor_id18452 | pardot.com | --- | 10 years | --- |
visitor_id18452-hash | pardot.com | --- | 10 years | --- |
lpv18452 | pi.pardot.com | --- | Session | --- |
lhc_per | www.voxco.com | --- | 6 months | --- |
_uetvid | www.voxco.com | --- | 1 year | --- |