Sida loo sameeyo Analysis Regression in Windows 11/10
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 :
- Ku samee falanqaynta regression ee Microsoft Excel .
- Isticmaal(Use JASP) freeware JASP ama Statcato si aad u samayso falanqaynta dib u noqoshada.
- 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 :
- Fur barnaamijka Microsoft Excel.
- Tag File > Options > Add-ins tab.
- Guji badhanka Go.
- Daar galka falanqaynta xogta ToolPak(Data Analysis ToolPak) oo ku noqo shaashadda guriga ee Excel.
- Soo(Import) rar xog-ururintaada oo dooro xogta galinta oo leh doorsoomayaal ku tiirsan oo madax banaan.
- U dhaqaaq tab Data
- Riix badhanka Falanqaynta Xogta.
- Dooro Regression oo ku dhufo badhanka OK.
- Geli(Enter) gelinta X iyo tirada Y iyo xulashooyinka kale ee wax soo saarka.
- 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:
- JASP
- 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) :
- Soo deji oo rakib JASP
- Fur software-ka.
- Soo rar xogtaada
- Tag tabka Regression.
- Dooro(Choose Classical) nooca regression ee Classical ama Bayesian.
- Dooro doorsoomayaal ku tiirsan oo madax bannaan oo habbee qiyaasaha kale.
- 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 :
- Soo deji software-kan.
- Bilaw faylka Jar
- Soo rar ama samee kayd xog gelin
- Tag liiska tirakoobka.
- Guji (Click)ikhtiyaarka Xidhiidhka(Correlation) iyo Dib u noqoshada(Regression)
- Dooro nooca regression ee la rabo.
- Dooro(Choose) doorsoomayaal ku tiirsan oo madaxbannaan.
- 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:
- Fur shabakada internetka
- U gudub shabakada socscstatistics.com
- Tag bogga xisaabiyaha dib u celinta
- Geli qiyamka doorsoomayaal ku tiirsan iyo kuwa madaxbannaan.
- 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.)
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