Halkan waxaa ah hage aad ku samaynayso Falanqaynta Dib^{(Regression Analysis)} -u-celinta Windows 11/10 PC kaaga. Falanqaynta Dib-^{(Regression Analysis)} u-noqoshada waa farsamo xisaabeed oo la isticmaalo si loo qiimeeyo xogta. Waxa loo istcimaalaa go'aaminta xidhiidhka ka dhexeeya laba ama ka badan doorsoomayaal ku jira kaydka xogta. Asal ahaan waxa ay awood kuu siinaysaa in aad falanqayso arrimaha muhiimka ah iyo kuwa aan muhiimka ahayn ee ka soo baxa xog-ururinta ka dibna go'aan ka gaadho si waafaqsan. Hadda, haddii aad rabto inaad sameyso falanqaynta dib u noqoshada adoon samaynin xisaabinta gacanta, boostada ayaa ku caawin doonta.

Maqaalkan, waxaan uga hadli doonaa siyaabo kala duwan oo loo sameeyo falanqaynta dib u celinta Windows 11/10 PC. Uma baahnid inaad wax gacanta ku qabato. Keliya^(Just) soo deji xogtaada, door doorsoomayaasha gelinta, oo arag natiijooyinka. Isticmaalka hababka la soo sheegay, waxaad samayn kartaa falanqeeyayaal toosan, aan toos ahayn, badan, iyo in ka badan. Aynu si faahfaahsan u eegno hababka hadda!

Sideed u qabataa Falanqaynta Dib u noqoshada?

Falanqaynta dib-u-celinta waxaa lagu samayn karaa iyada oo la adeegsanayo Excel gudaha Windows 11/10 . Waxa kale oo aad isticmaali kartaa software lacag la'aan ah oo dhinac saddexaad ah kaas oo kuu ogolaanaya inaad xisaabiso falanqaynta dib u noqoshada. Intaa waxaa dheer, waxaad xitaa samayn kartaa falanqaynta regression onlaynka iyadoo la kaashanayo degel bilaash ah oo heegan ah. Waxaan si faahfaahsan uga wada hadalnay dhammaan hababkan hoos ku qoran. Markaa, aan hubinno!

Sideen u sameeyaa Falanqaynta Dib^{(Regression Analysis)} -u-celinta ee Excel ?

Waxaad si fudud u samayn kartaa falanqaynta regression gudaha Excel iyo daabacadaha kale adiga oo awood u siinaya wax-ku-darka. Kordhintan waxa loo yaqaan ToolPak Falanqaynta Xogta^{(Data Analysis ToolPak)} oo horay loogu rakibay Microsoft Excel . Kaliya^(Just) raac tillaabooyinka fudud si aad awood ugu siiso wax-ku-darka Excel ka dibna waxaad awoodi doontaa inaad sameyso falanqayn xog dhowr ah. Waxaan ka wada hadalnay tallaabo-tallaabo habraac si aan u samayno falanqaynta regression ee Microsoft Excel . Waxaad ka hubin kartaa hoos.

Akhriska la xidhiidha: ^{(Related read:)} Waa maxay Falanqaynta Xogta iyo maxaa loo isticmaalaa?^{(What is Data Analytics and what is it used for?)}

Sida loo sameeyo Analysis Regression^{(Regression Analysis)} in Windows 11/10

Waa kuwan hababka aad isticmaali karto si aad u sameyso Falanqaynta^{(Regression Analysis)} Dib -u-noqoshada ee kaydinta xogtaada gudaha Windows 11/10 :

1. Ku samee falanqaynta regression ee Microsoft Excel .
2. Isticmaal^{(Use JASP)} freeware JASP ama Statcato si aad u samayso falanqaynta dib u noqoshada.
3. Samee^(Perform) falanqaynta regression onlayn adoo isticmaalaya adeeg shabakadeed bilaash ah.

Aynu si faahfaahsan uga hadalno hababka kor ku xusan!

1] Ku samee ^(Perform)Falanqaynta^{(Regression Analysis)} Dib- u -celinta ee Microsoft Excel

Waxaad samayn kartaa falanqaynta dib u celinta adoo isticmaalaya codsiga Microsoft Excel . Qalabka Falanqaynta Xogta ee^{(Data Analysis ToolPak)} u go'an ee ku jira Excel wuxuu kuu ogolaanayaa inaad sameyso falanqaynta dib u noqoshada iyo qaar ka mid ah falanqaynta xogta kale. Waa inaad gacanta u gelisaa ku-darkan si uu u isticmaalo hawlihiisa. Aynu eegno habka loo isticmaalo Excel 's Data Analysis ToolPak ku-darka falanqaynta dib-u-celinta.

Sida loo sameeyo falanqaynta regression^{(Regression Analysis)} ee Microsoft Excel :

Waa kuwan tillaabooyinka ugu muhiimsan ee lagu sameeyo falanqaynta regression ee Microsoft Excel :

1. Fur barnaamijka Microsoft Excel.
2. Tag File > Options > Add-ins tab.
3. Guji badhanka Go.
4. Daar galka falanqaynta xogta ToolPak^{(Data Analysis ToolPak)} oo ku noqo shaashadda guriga ee Excel.
5. Soo^(Import) rar xog-ururintaada oo dooro xogta galinta oo leh doorsoomayaal ku tiirsan oo madax banaan.
6. U dhaqaaq tab Data
7. Riix badhanka Falanqaynta Xogta.
8. Dooro Regression oo ku dhufo badhanka OK.
9. Geli^(Enter) gelinta X iyo tirada Y iyo xulashooyinka kale ee wax soo saarka.
10. Taabo badhanka OK si aad u aragto natiijooyinka falanqaynta dib u celinta

Aynu si faahfaahsan uga hadalno tillaabooyinka kor ku xusan hadda.

Marka hore, bilow barnaamijka Microsoft Excel ka dibna awood u geli ku- darka ToolPak Falanqaynta Xogta^{(Data Analysis ToolPak)} . Taas awgeed, dhagsii File > Options oo aad tag Add-ins tab. Halkan, ku dhufo badhanka Go ee ku ag yaal Maareeye Excel Add-ins^{(Manage Excel Add-ins)} option. Kadib, dooro sanduuqa hubinta ku-darka ToolPak Analysis ToolPak^{(Data Analysis ToolPak)} oo tabo badhanka OK si aad awood ugu yeelato.

Hadda, ka soo deji xog-ururintaada Excel ama fayl kasta oo la taageeray, ama waxaad abuuri kartaa xog cusub. Dooro goobaha xogta gelinta ee aad rabto inaad sameyso falanqaynta dib u noqoshada.

Marka xigta, u gudub xogta xogta^(Data) ka dibna dhagsii badhanka Falanqaynta Xogta^{(Data Analysis)} .

Taas ka dib, dooro ikhtiyaarka Dib^(Regression) -u- noqoshada qalabyada Falanqaynta Xogta^{(Data Analysis)} ee la heli karo oo guji badhanka OK .

Kadibna, waxaad u baahan tahay inaad geliso gelinta X ( doorsoome madaxbannaan) iyo Y (doorsoomiyaha ku tiirsanaanta) ee kala duwan oo aad rabto inaad sameyso falanqaynta dib u noqoshada. Marka laga reebo in, waxa kale oo aad dooran kartaa hadhaaga fursadaha sida hadhaaga caadiga ah, sirqoollada taam, dhulal haraaga, iwm Sidoo kale, qaar ka mid ah fursadaha kale sida itimaalka caadiga ah, heerka kalsoonida, calaamad, iwm.

Fiiri: ^(See:) Sida loo eego oo loo raad raaco tirakoobyada buug-shaqeedka Excel.^{(How to view and track Excel workbook statistics.)}

Habee dhammaan xulashooyinka sare oo taabo badhanka OK si aad u sawirto natiijooyinka.

Waxay tusinaysaa tirakoobyada dib-u-celinta oo ay ku jiraan isku-dhafka, khaladka caadiga ah, t Stat , P-qiimaha^(P-value) , muhiimadda F, R badan, qaladka caadiga ah, indha-indheynta, darajooyinka xorriyadda, wadarta labajibbaaran, celceliska labajibbaaran, qiimaha F, iyo in ka badan.

Waxaad ku kaydin kartaa natiijooyinka isla xaashida shaqada ee Excel ama daabac natiijooyinka.

Sidoo kale, waxaad sidoo kale samayn kartaa falanqaynta oo ay ku jiraan imtixaanada ANOVA , wada noolaanshaha, tirakoobka sharraxaadda, jilicsanaanta jibbaarada, falanqaynta Fourier , histogram, celceliska dhaqdhaqaaqa, muunad, t-tijaabka, iwm.

Akhri: ^(Read:) Sida loo isticmaalo shaqada DATEVALUE ee Microsoft Excel^{(How to use the DATEVALUE function in Microsoft Excel)}

2] Isticmaal^{(Use JASP)} freeware JASP si aad u sameyso Falanqaynta Dib u noqoshada^{(Regression Analysis)}

Waxaad isticmaali kartaa freeware qolo saddexaad si aad u samayso falanqaynta regression on set of xogta. Waxaa jira dhowr software oo bilaash ah oo kuu ogolaanaya inaad sameyso falanqaynta xogta. Halkan, waxaan ku isticmaali doonaa software bilaash ah oo la yiraahdo JASP iyo Statcato . Isticmaalka labadan software ee bilaashka ah, waxaad samayn kartaa falanqaynta regression iyo falanqaynta xogta kale oo badan:

1. JASP
2. Statcato

1] JASP

JASP waa software falanqayn xisaabeed bilaash ah oo u go'ay Windows 11/10 . Isticmaalka, waxaad samayn kartaa falanqaynta dib-u-celinta, imtixaannada sharraxaadda, T-tijaabada, ANOVA, imtixaannada soo noqnoqda, falanqaynta qaybta ugu muhiimsan, falanqaynta sahaminta, falanqaynta meta, tirakoobka kooban, SEM, ^{(regression analysis, descriptives tests, T-tests, ANOVA, frequency tests, principal component analysis, exploratory factor analysis, meta analysis, summary statistics, SEM,)} qaabaynta muuqaalka,^{(visual modeling,)} iyo falanqaynta caddaynta^{(confirmatory factor analysis)} . Waxay ku siinaysaa Dib-u-dhac u go'an halkaas oo aad ka samayn karto toosan, isku-xidhnaan, iyo falanqayn dib-u-dhac saadka. Aan ogaano sida.

Waa kuwan tillaabooyinka ugu muhiimsan ee lagu sameeyo falanqaynta dib u noqoshada JASP^(JASP) :

1. Soo deji oo rakib JASP
2. Fur software-ka.
3. Soo rar xogtaada
4. Tag tabka Regression.
5. Dooro^{(Choose Classical)} nooca regression ee Classical ama Bayesian.
6. Dooro doorsoomayaal ku tiirsan oo madax bannaan oo habbee qiyaasaha kale.
7. Arag oo dhoofi natiijooyinka

Aynu hadda faahfaahin ka bixinno tillaabooyinka kore!

Marka hore, waxaad u baahan tahay inaad soo dejiso oo aad ku rakibto JASP freeware PC gaaga. Ka dibna, bilow GUI -da ugu weyn ee software-kan.

Hadda, u tag liiska saddexda bar oo guji ikhtiyaarka furan si aad uga soo dejiso xogta kaydka ee ^(Open)Excel , CSV , TSV , ODS , TXT , iwm. Waxa kale oo aad ka soo dejisan kartaa xogtaada soo gelista akoonkaaga OSF ( Open Science Framework ). Marka laga reebo taas, waxay la socotaa dhowr muunado xog-ururin ah oo aad uga faa'iidaysan karto daraasaddaada iyo falanqayntaada.

Marka xigta, u gudub tabka Regression oo dooro nooca falanqaynta regression ee aad rabto inaad sameyso sida Logistic , Linear , ama Correlation .

Taas ka dib, dooro doorsoomayaal ku tiirsan oo madax banaan ka dibna habee xulashooyin kale oo badan sida habka, miisaanka WLS , qaabka, habka qeexida ama shuruudaha, iyo in ka badan. Waxa kale oo aad dooran kartaa qiyamka aad rabto inaad ku xisaabiso falanqaynta dib-u-celinta, sida Residuals , Isbeddel labajibbaaran R, Matrix Covariance, Baadhitaannada ^(Covariance)Collinearility , Isku-xidhka Qayb^(Part) iyo Qayb, Habboon Model , iyo in ka badan. Sidoo kale, waxaad sawiri kartaa garaafyo kala duwan oo leh xisaabaadka falanqaynta regression oo ay ku jiraan Residuals v/s dependent, Residuals v/s covariates, Residuals v/s histogram, iyo garaafyo kale.

Markaad dejiso dhammaan xuduudaha kor ku xusan, waxay soo bandhigaysaa falanqaynta dib-u-celinta ee qaybta dhinaca midig. Waxaad u dhoofin kartaa natiijooyinka falanqaynta dib u noqoshada dukumeenti HTML ama PDF ah.

Waa mid ka mid ah software-yada ugu fiican ee bilaashka ah si loo sameeyo falanqaynta dib u noqoshada iyo in ka badan. Waxaad ka soo dejisan kartaa freeware-kan waxtarka leh ee jasp-stats.org .

Fiiri: ^(See:) Waa maxay Macdanta Macdanta? Aasaaska iyo Farsamadeeda?^{(What is Data Mining? Basics and its Techniques?)}

2] Statcato

Freeware kale oo aad isku dayi karto inaad sameyso falanqaynta regression waa Statcato . Waa software bilaash ah oo furan oo lagu sameeyo falanqaynta tirakoobka. Waxay kuu ogolaaneysaa inaad sameyso falanqaynta dib-u-celinta iyo sidoo kale dhowr nooc oo kale oo ah falanqaynta xogta. Qaar ka mid ah hababka falanqaynta xogta ee lagu bixiyo waxaa ka mid ah Imtixaanada^{(Hypothesis Tests)} mala awaalka , ANOVA , Tirakoobka ^(Statistics)Sharaxaadda^{(Descriptive)} , Tijaabada Caadiga ah^{(Normality Tests)} , Cabbirka Muunada^{(Sample Size)} , Imtixaanada Aan Parametrical ahayn, iyo in ka badan.

Waxay kuu ogolaanaysaa inaad fuliso dib-u-celinta tooska ah, Dib-u- celinta ^(Regression)Multiple^{(Multiple Regression)} , Matrix Correlation ^{(Correlation Matrix)},^(Regression) Dib -u-celinta Aan-Linear , iwm. Aan eegno sida loo isticmaalo software-kan.

Kuwani waa tillaabooyinka ugu muhiimsan ee lagu sameeyo falanqaynta dib u noqoshada gudaha Statcato :

1. Soo deji software-kan.
2. Bilaw faylka Jar
3. Soo rar ama samee kayd xog gelin
4. Tag liiska tirakoobka.
5. Guji ^(Click)ikhtiyaarka Xidhiidhka^{(Correlation)} iyo Dib u noqoshada^(Regression)
6. Dooro nooca regression ee la rabo.
7. Dooro^(Choose) doorsoomayaal ku tiirsan oo madaxbannaan.
8. Arag oo badbaadi falanqaynta dib u noqoshada

Aynu si faahfaahsan uga hadalno tillaabooyinka kor ku xusan hadda!

Marka hore, waxaad u baahan tahay inaad ka soo dejiso software-kan bilaashka ah statcato.org . Ka dib, fur galka zip-ka ee la soo dejiyay ka dibna socodsii faylka Jar ee la fulin karo . Waxaad u baahan tahay in Java lagu rakibo nidaamkaaga si aad u isticmaasho codsigan.

Hadda, fur fayl ka kooban kaydka xogta ama waxa kale oo aad samayn kartaa xog cusub oo isfahamkeeda u eg xaashida.

Marka xigta, u gudub liiska tirakoobka^(Statistics) oo guji ikhtiyaarka Xiriirinta iyo^{(Correlation and Regression)} Dib-u-celinta ka dibna dooro nooca falanqaynta regression ee aad rabto inaad sameyso.

Taas ka dib, dooro doorsoomaha madax-bannaan iyo ku-tiirsanaanta kaas oo aad rabto inaad sameyso falanqaynta regression oo deji doorashooyin kale. Kadib, taabo badhanka OK.

Waxay ku soo bandhigi doontaa natiijooyinka falanqaynta dib u noqoshada daaqad gaar ah.

Falanqaynta dib-u-celinta inta badan waxaa ku jira tirokoobyo sida isla'egta regression, kala duwanaansho la sharraxay, kala duwanaansho aan la sharraxin^{(Coefficient)} , Isku-dubbaridka go'aaminta, Qaladka caadiga^(Standard) ah ee qiyaasta, Tirakoobka Tijaabada^(Test) , p-qiimaha, iyo in ka badan.

Waad koobi kartaa natiijada ama waxaad qaadan kartaa daabacaad.

Waa software kale oo wanaagsan oo falanqaynta tirakoobka kaas oo kuu ogolaanaya inaad xisaabiso tirokoobyo kala duwan, sameyso falanqaynta xogta, oo aad sawirto noocyada garaafyada kala duwan.

Akhri: x

3] Samee Falanqaynta Dib^{(Perform Regression Analysis)} -u-noqoshada onlayn adoo isticmaalaya adeeg shabakadeed oo bilaash ah

Waxa kale oo aad samayn kartaa falanqaynta regression onlayn adigoo isticmaalaya adeeg shabakad lacag la'aan ah oo heegan ah. Halkan, waxaanu ku isticmaali doonaa adeegan shabakada ee loo yaqaan socscstatistics.com. Waxay kuu ogolaanaysaa inaad samayso falanqayn^(Linear) toos ah iyo Multiple regression onlayn. Marka laga reebo taas, waxaad sidoo kale ka heli kartaa aaladaha kale ee tirakoobka boggan sida imtixaannada ANOVA , Xisaabiyaha Chi-Square, Xisaabiyaha^{(Chi-Square Calculator)} Tijaabada Saxeexa^{(Sign Test Calculator)} , Xisaabiyaha Qaladka caadiga ah^{(Standard Error Calculator)} , T-tijaabooyin^(T-tests) , iyo in ka badan.

Sida loo sameeyo falanqaynta regression onlayn:

Waa kuwan tillaabooyinka ugu muhiimsan ee lagu sameeyo falanqaynta regression onlayn iyadoo la adeegsanayo socscstatistics.com:

1. Fur shabakada internetka
2. U gudub shabakada socscstatistics.com
3. Tag bogga xisaabiyaha dib u celinta
4. Geli qiyamka doorsoomayaal ku tiirsan iyo kuwa madaxbannaan.
5. Taabo xisaabinta ^(Calculate)isla'egta^{(Regression Equation)} dib u noqoshada .

Marka hore, fur biraawsarkaaga shabakada oo fur socscstatistics.com. Hadda, waxaad u baahan tahay inaad u gudubto Xisaabiyaha Dib-u- Celinta Badan^{(Multiple Regression Calculator)} ama bogga Xisaabiyaha Dib-u-celinta tooska^{(Linear Regression Calculator)} ah, mid kasta oo farsamada falanqaynta dib u celinta aad rabto inaad isticmaasho.

Marka xigta, geli qiyamka wax-gelinta ee u kala horreeyaan ee tiirarka X (madax-bannaan) iyo Y (ku-tiirsanaanta). Waxa kale oo aad geli kartaa qiyaasaha qiimayaasha.

Taas ka dib, dhagsii xisaabi isle'egta dib u noqoshada^{(Calculate the Regression Equation)} .

Waxay markaa ku soo bandhigi doontaa natiijooyinka falanqaynta dib u noqoshada isla daaqada.

Natiijooyinka falanqaynta dib-u-celinta waxaa ka mid ah garaaf, isla'egta regression, wadarta labajibbaaran, wadarta badeecadaha, qiimaha celceliska, iyo in ka badan.

Waa kaas! Waxaan rajeyneynaa in hagahan uu kaa caawinayo inaad hesho hab ku habboon oo aad ku sameyso falanqaynta dib u celinta xogtaada Windows 11/10 .

Hadda akhri:^{(Now read:)}

• Sida loo isticmaalo Data Visualizer Add-In for Excel si loo abuuro Flowcharts^{(How to use Data Visualizer Add-In for Excel to create Flowcharts)}
• Aaladaha Aragtida Xogta Intarneedka ee Bilaashka ah ee ugu Fiican.^{(Best Free Online Data Visualization Tools.)}

How to perform Regression Analysis in Windows 11/10

Hеre is a guide for you to perform Regresѕion Analysis on your Windows 11/10 PC. Regression Analysis is a statistical technique use to evaluate a set of data. It is used for determining the relationship between a set of two or more variables in a dataset. It basically enables you to analyze the important and unimportant factors from a dataset and then make a decision accordingly. Now, if you want to perform a regression analysis without performing manual calculations, this post will help you.

In this article, we are going to discuss different ways to do regression analysis on Windows 11/10 PC. You don’t need to do anything manually. Just import your dataset, select input variables, and visualize the results. Using the mentioned methods, you can perform linear, non-linear, multiple, and more regression analyses. Let us check out the methods in detail now!

How do you perform a Regression Analysis?

Regression analysis can be performed using Excel in Windows 11/10. You can also use a third-party free software that lets you calculate regression analysis. Additionally, you can even perform regression analysis online with the help of a dedicated free website. We have discussed all these methods in detail below. So, let us checkout!

How do I do Regression Analysis in Excel?

You can easily perform a regression analysis in Excel and other editions by enabling an add-in. This add-on is called Data Analysis ToolPak which is preinstalled in Microsoft Excel. Just follow the simple steps to enable this add-in in Excel and then you will be able to perform several data analyses. We have discussed step by step procedure to do regression analysis in Microsoft Excel. You can check it out below.

Related read: What is Data Analytics and what is it used for?

How to perform a Regression Analysis in Windows 11/10

Here are the methods that you can use to perform a Regression Analysis on your datasets in Windows 11/10:

1. Perform a regression analysis in Microsoft Excel.
2. Use JASP or Statcato freeware to perform regression analysis.
3. Perform regression analysis online using a free web service.

Let us discuss the above methods in detail!

1] Perform a Regression Analysis in Microsoft Excel

You can perform a regression analysis using the Microsoft Excel application. A dedicated Data Analysis ToolPak add-on in Excel lets you perform regression analysis and some other data analysis. You will have to manually enable this add-in to use its functionalities. Let us have a look at the procedure to use Excel’s Data Analysis ToolPak add-in for regression analysis.

How to perform a Regression Analysis in Microsoft Excel:

Here are the main steps to do regression analysis in Microsoft Excel:

1. Launch the Microsoft Excel app.
2. Go to the File > Options > Add-ins tab.
3. Click on the Go button.
4. Enable the Data Analysis ToolPak add-in and go back to Excel’s home screen.
5. Import your datasets and select input data with dependent and independent variables.
6. Move to the Data tab.
7. Press the Data Analysis button.
8. Select Regression and hit the OK button.
9. Enter input X and Y range and other output options.
10. Tap on the OK button to view regression analysis results.

Let us discuss the above steps in detail now.

Firstly, launch the Microsoft Excel app and then enable the Data Analysis ToolPak add-in. For that, click on File > Options and go to the Add-ins tab. Here, click on the Go button present beside the Manage Excel Add-ins option. Then, select the Data Analysis ToolPak add-in checkbox and press the OK button to enable it.

Now, import your datasets from an Excel or any other supported file, or you can create a new dataset. Select the input data fields for which you want to perform regression analysis.

Next, go to the Data tab and then click on the Data Analysis button.

After that, select the Regression option from the available Data Analysis tools and click on the OK button.

Then, you need to enter the input X (independent variable) and Y (dependent variable) range for which you want to do regression analysis. Apart from that, you can also select residuals options like standardized residuals, line fit plots, residual plots, etc. Also, some other options like normal probability, confidence level, label, etc.

See: How to view and track Excel workbook statistics.

Configure all the above options and press the OK button to visualize the results.

It shows regression statistics including coefficient, standard error, t Stat, P-value, significance F, multiple R, standard error, observations, degrees of freedom, sum of squares, mean squares, F value, and more.

You can save the results in the same Excel worksheet or print the results.

Similarly, you can also perform analysis including ANOVA tests, covariance, descriptive statistics, exponential smoothing, Fourier analysis, histogram, moving average, sampling, t-test, etc.

Read: How to use the DATEVALUE function in Microsoft Excel

2] Use JASP freeware to perform Regression Analysis

You can use third-party freeware to perform regression analysis on a set of data. There are several free software that let you do data analysis. Here, we are going to use free software called JASP and Statcato. Using these two free software, you can perform regression analysis and many other data analyses:

1. JASP
2. Statcato

1] JASP

JASP is a dedicated free statistical analysis software for Windows 11/10. Using it, you can perform regression analysis, descriptives tests, T-tests, ANOVA, frequency tests, principal component analysis, exploratory factor analysis, meta analysis, summary statistics, SEM, visual modeling, and confirmatory factor analysis. It offers a dedicated Regression where you can perform linear, correlation, and logistic regression analysis. Let us find out how.

Here are the main steps to do regression analysis in JASP:

1. Download and install JASP.
2. Launch the software.
3. Import your dataset.
4. Go to the Regression tab.
5. Choose Classical or Bayesian regression type.
6. Select dependent and independent variables and customize other parameters.
7. View and export the results.

Let us now elaborate on the above steps!

Firstly, you need to download and install JASP freeware on your PC. And then, launch the main GUI of this software.

Now, go to the three-bar menu and click on the Open option to import datasets from locally saved Excel, CSV, TSV, ODS, TXT, etc. You can also import your input data from your OSF (Open Science Framework) account. Apart from that, it comes with several sample datasets that you can utilize in your study and analyses.

Next, move to the Regression tab and select the type of regression analysis you want to perform like Logistic, Linear, or Correlation.

After that, select dependent and independent variables and then configure multiple other options like method, WLS weight, model, method specification or criteria, and more. You can also select the values that you want to compute in the regression analysis, such as Residuals, R squared change, Covariance matrix, Collinearility diagnostics, Part and partial correlations, Model fit, and more. Also, you can plot various graphs with calculated regression analysis statistics including Residuals v/s dependent, Residuals v/s covariates, Residuals v/s histogram, and some other graphs.

As you configure all the above-discussed parameters, it displays regression analysis in the right-side section. You can export the results of regression analysis to an HTML or PDF document.

It is one of the best free software to perform regression analysis and more. You can download this handy freeware from jasp-stats.org.

See: What is Data Mining? Basics and its Techniques?

2] Statcato

Another freeware that you can try to perform regression analysis is Statcato. It is a free and open-source software to perform statistical analyses. It allows you to perform regression analysis as well as several other types of data analyses. Some of the data analysis methods provided in it include Hypothesis Tests, ANOVA, Descriptive Statistics, Normality Tests, Sample Size, Non-parametric Tests, and more.

It lets you perform Linear Regression, Multiple Regression, Correlation Matrix, Non-Linear Regression, etc. Let us check out how to use this software.

These are the main steps to perform a regression analysis in Statcato:

1. Download this software.
2. Launch the Jar file.
3. Import or create an input dataset.
4. Go to the Statistics menu.
5. Click on the Correlation and Regression option.
6. Select the desired regression type.
7. Choose dependent and independent variables.
8. View and save regression analysis.

Let us discuss the above steps in detail now!

Firstly, you need to download this free software from statcato.org. Then, unzip the downloaded zip folder and then run the executable Jar file. You need to have Java installed on your system to use this application.

Now, open a file containing the input dataset or you can also create a new set of data in its spreadsheet-like interface.

Next, go to the Statistics menu and click on the Correlation and Regression option and then select the type of regression analysis you want to perform.

After that, choose the independent and dependent variable for which you want to do regression analysis and set up other options. Then, press the OK button.

It will display the regression analysis results in a dedicated window.

The regression analysis mainly includes statistics like regression equation, Explained variation, Unexplained variation, Coefficient of determination, Standard error of estimate, Test statistics, p-value, and more.

You can copy the results or take a printout.

It is another good statistical analysis software that lets you calculate various statistics, perform data analysis, and plot different kinds of graphs.

Read: x

3] Perform Regression Analysis online using a free web service

You can also perform regression analysis online using a dedicated free web service. Here, we are going to use this web service called socscistatistics.com. It lets you perform Linear and Multiple regression analyses online. Apart from that, you can also find other statistical tools on this website like ANOVA tests, Chi-Square Calculator, Sign Test Calculator, Standard Error Calculator, T-tests, and more.

How to perform regression analysis online:

Here are the main steps to perform regression analysis online using socscistatistics.com:

1. Open a web browser.
2. Navigate to the socscistatistics.com website.
3. Go to the regression calculator page.
4. Enter values for dependent and independent variables.
5. Tap on the Calculate the Regression Equation option.

Firstly, launch a web browser and open socscistatistics.com. Now, you need to navigate to the Multiple Regression Calculator or Linear Regression Calculator page, whichever regression analysis technique you want to use.

Next, enter the respective input values in the X (independent) and Y (dependent) columns. You can also enter estimate values.

After that, click on the Calculate the Regression Equation option.

It will then display the regression analysis results in the same window.

The regression analysis results include a graph, regression equation, sum of squares, the sum of products, mean values, and more.

That’s it! Hope this guide helps you find a suitable method to perform a regression analysis for your datasets on Windows 11/10.

Now read:

• How to use Data Visualizer Add-In for Excel to create Flowcharts
• Best Free Online Data Visualization Tools.

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