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How to Calculate Multiple Linear Regression with SPSS

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Tutorial on how to calculate Multiple Linear Regression using SPSS. I show you how to calculate a regression equation with two independent variables. I also show you how to create a Pearson r correlation matrix using output from SPSS.
Playlist on Using SPSS For Multiple Linear Regression
• Using SPSS for Multipl...
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Created by David Longstreet, Professor of the Universe, MyBookSucks
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28 июл 2012

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Комментарии : 162

@Claudia-he6sj 3 года назад

8 years later and you're still helping confused students. Thank you so much.

@TheHulgan 2 года назад

9 years now

@HGZie 2 года назад

@@TheHulgan 11 years now!!

@retardedmeliodas2042 2 года назад

@@HGZie 10*

@HGZie 2 года назад

@@retardedmeliodas2042 upvote to the left if you're listening to this 12 years later

@rashaalghali7851 Год назад

10 years now 😊

@danserban8648 3 года назад

8 years later and it's still saving grades and making people understand statistics I tip my hat to you, sir. You've done more for my understanding of the concepts with one video than a university teacher in three years.

@RachitaSharma617 8 лет назад

Thank you for explaining how to run regression in SPSS in such a simple-to-understand manner!

@statisticsfun 11 лет назад

I am adding content all the time, so make sure you subscribe. Also, you should like MyBookSucks on Facebook because I post updates there too. This will help others find the educational videos as well.

@statisticsfun 12 лет назад

Thanks for the feedback. Make sure you like MyBookSucks on Facebook. I put the direct link description of the video. It will help others find the free videos.

@robbie2473 8 лет назад

Definitely one of the most helpful videos on this topic around- good work and thanks a bunch! :)

@yarbrough713 2 года назад

Thank you, thank you, thank you. Reading chapters over and over , listening to lecture ...Watched you 11min video and I got it. You have a gift.

@shivaunnestor3282 8 лет назад

Thank you for such a clear explanation. Much appreciated!

@sulpheymm7257 7 лет назад

Really great!! Explains very simply with all the associated reasons!!! keep it up

@kathahirpara4707 5 лет назад

This was really helpful, Sir! I am grateful to you!!

@statisticsfun 11 лет назад

Thank you and what a kind thing for you to say -- it is much appreciated.

@balvinderMakkar 3 года назад

Does this software give prediction interval and confidence interval directly?

@sukyungseo 6 лет назад

This is easy and very straightforward. Thank you

@bernardaviles2041 2 года назад

Unbelievable! Thank you for having the skills to teach!

@khalidtalib8194 8 лет назад

thank you sooooooooooooooooooooooooooooooooooooooooooooooooooooooooo much . Mr. David .this video was very helpful forme thank a ton. god bless you sir .

@Tika422 4 года назад

Thank you so much. Now I understood what Regression really means. I could calculate the formula from my data.

@canoruseverbird6869 2 года назад

Thank You Sir for making me understand multiple linear regression in such a simple way, keep up the amazing work Sir!

@prof.godwinemmanueloyedoku3898 9 лет назад

Thank you for this tutorial.

@lavneetjaneja3981 4 года назад

Much appreciated even after 7 years of upload

@palavardhanpeddapalegalla9265 4 года назад

Lavneet Janeja yes

@angelamiller2895 3 года назад

yes indeed!

@OneEyeGoating 6 лет назад

Thanks, your explanation was easy to understand!

@23ausin 9 лет назад

Thank You so much!! YOu made my day!! Love u.

@fuguodong7785 8 лет назад

Very clear explanation, good job!

@user-gd7lx5zt2n 5 лет назад

Thanks for this tutorial. Great help!

@denisruto1705 9 лет назад

Awesome!!!! Really well explained !!

@lidconsultation 8 лет назад

Many thanks. I need some very basic concept on multiple regression from you.

@spiritualcord8176 9 лет назад

Great help ! thanks Sir.

@nadiniranaweera4662 4 года назад

Thank you very much! this tutorial means a lot to research students like us.

@abumonyeigbo5040 3 года назад

Thank you so much for this informative video. It has given me a leeway in my research work.

@sukyungseo 6 лет назад

Love your lecture. Question. How do I add moderating factors which affect IQ and study time on their infuence GPA?

@pinkpearl1967 11 лет назад

Excellent video! I wish you had videos for all the topics covered in my stats course!

@ArabianMemoryChampionship 8 лет назад

Very clear and helpful explanation, Many thanks

@jererojasg 12 лет назад

good video!!! i think i'm starting to love spss

@AayanHayat 9 лет назад

Awesome explanation

@hoddsesaurusREX 8 лет назад

Great video, great help!

@ManyxSurgery 8 лет назад

Fantastic explanation- thank you

@diarimachan 9 лет назад

thank you, explaination is easily understood. Question, what if I have a simple regression model that has low R? is it still a valid model? thank you for your reply

@sangisabhadiya6683 5 лет назад

Thank you for the great video. Would you please also suggest me, if I have more than 1 DV still can I use Multiple Linear Regression? Thanks in advance.

@timothyosungbaro8100 5 лет назад

Thank you sir. The video was self explanatory.

@statsstudent4324 10 лет назад

Thanks David, It is indeed very helpful :) I have a query - How to formulate the regression equation ? In SPSS output, I have got a negative sign against constant and the Significance is > 0.05 should I include it in the regression equation? Also, which predictors should be part of regression equation? how to identify which X is impacting Y more or least in multiple regression output of SPSS.

@diegovasquezcaballero 2 года назад

This was an amazing explanation. Thanks.

@efrenbalbin7492 5 лет назад

I can not say more than enough. THANK YOU!!!!

@bajink 10 лет назад

Hi, appreciate for all the tutorial videos, they are amazing. I have some questions, what if I have several independent variables/predictors; then some of them have linear relationship with the dependent variable, and some of them have curvelinear relationships. In the end, am I able to create a prediction model by using multiple regression by combining these predictors?

@rogeliof.vasquez5725 3 года назад

Thank you so much for sharing. This really helped me a lot. 👏💖

@akhileshsinghvns 11 лет назад

awsome i thank you with full of my heart, one request if you can teach us about non-linear regression

@badgerspurs 8 лет назад

@statisticsfun great video, really clear. Quick question, I ran the analyse with 4 independent varies and 1 dependent, interestingly 3 of my variables were in a seperate table 'Excluded Variables'. Is this likely a result of a 0.998 R Square between 1 of my independent variables and the dependent variables? Thanks

@SSUGraphics 11 лет назад

very very clear !!! Thank you so much

@drnamita9670 3 года назад

Thank you. Wonderful presentation

@daudazimi 11 лет назад

Very clearly described . Thank you.

@bintasow4610 11 лет назад

you are amazing ,i enjoyed it ...thanks

@josephkigosi7781 11 лет назад

Really its very much helpful. God bless you.

@ayegaishmael586 4 года назад

Many thanks. much love from Kenya

@aliyugarba7208 6 лет назад

Thank you. Very helpful.

@ericoti4624 2 года назад

Beautifully explained

@decentdentist 4 года назад

Thank u so much for easy and understandable explanation.. Kindly make videos for categorical,ordinal and nominal variables logistic rgeression analysis and what are the difference between variate,linear and multinominal etc. and how to conduct and write results. Thnx in adv

@MaviletySriNagesh 8 лет назад

Perfect representation !

@javagao 12 лет назад

Very clear and helpful explanation

@thirumagalramesh1667 2 года назад

Sir really you're very superb ....😍😍 great explanation ...

@tahaniali1013 2 года назад

Thanks. Good explanation.

@statisticsfun 11 лет назад

You are very welcome indeed. Make sure you like MyBookSucks on FB (see link in video description). This will help others find the educational videos. Good luck in your classes too.

@mariyarazzaghian6747 3 года назад

thank you for the simple explanation. A small question: why do we have that variables entered or removed table? Is it present in simple regression as well?

@nomiishikawa1274 11 лет назад

Thank you thank you thank you... may God bless you...

@waqarazeemjadoon 4 года назад

Hi, I really admire your explanation of things in such a simple way. However, I have a question: do you have any video executing and explaining PCA-MLR on environmental pollution data in SPSS? I can conduct PCA to find out pollutants emission sources qualitatively, however don't know how to run MLR on the output of PCA to estimate the %age of every source contributing those pollutants. Please let me know if you can run PCA-MLR on environmental data (probably I can provide the data).

@amitbansode8389 9 лет назад

Thanks for nice explanation

@cherylgomera5268 9 лет назад

Extremely helpful video... Any minitabs in the future?

@statisticsfun 11 лет назад

Interesting. I was just using this as an example. I do believe the resource materials for university students are bad as well; hence, MyBookSucks - "Part More Study Less." In the end I hope to provide a good alternative for students textbooks and university lectures.

@aliaram9937 4 года назад

so so useful. tanks a lot.

@jayantimaniapramanik3045 4 года назад

Very good ,Thank you !

@Rishi-io7gx 4 года назад

This is helpful. I am still looking for formulae to calculate coefficients when there are many predictors (say; 7 independent variables). Can you please, Help. not with software but with mathematical calculation?

@devkamal7705 8 лет назад

thanks and live long

@beenapatel6475 7 лет назад

Thank you very much Sir!!!

@statisticsfun 11 лет назад

Many Thanks! Make sure you like MyBookSucks on FaceBook (see link in video description) This will help others find the educational videos.

@palabrasdeverdad573 5 лет назад

Hi... I am Mönica, thank you for your video. I have a question, how can separate and creat diferent models in spss based on a variable, for example if I wanna predict the sales for each saler, how can I do that per each seler in spss?

@latherrinse7936 10 лет назад

Would you have any tutorials on creating a dummy reference group in a multiple linear regression

@thebeingspace 3 года назад

thank you you are saving my assignment

@anandchouhan2144 10 лет назад

woww..nicee work

@namratachandelatc7793 3 года назад

Dear Sir, Could you please explain GAM (Generalized linear Model ) in with simple example like MLR. Your way of explanation is awesome. Any body could learn MLR. Thankyou for this Video.

@adibahkhalida9329 6 лет назад

Thank you so much, sir

@statisticsfun 11 лет назад

and may God Bless you as well. Good luck on your exams!

@iamshauno 7 лет назад

Hi! Is it possible to do regression using an independent variable with 7 units and a dependent variable with 20 units? Or should both variables have the same number of units?

@imenmedimegh1782 10 лет назад

considering biological data, I would like to know how to performe adjusted OR using covariables such as Age, BMI.. in linear regression with SPSS?

@devkamal7705 8 лет назад

man may you help on smoothing data on large sample as it scatters out side and i found no valuable rule to spread the scattered data in a 5 point scale should i show assumed ranges up and below with values o and use (0+1st val+2nd Val)/3 and show it as it is in my study or.......!

@rubymagbola 4 года назад

This is great! Thank you for making regression so easy to follow. My question is how do you run the regression when the independent variables are measured by more than one item in a questionnaire?

@darlene3235 4 года назад

Hi, what did you do with it? How did you load it in spss?

@darlene3235 4 года назад

Is it: Transform > Computer Variables > then manually inputted the questions of the factors? To get the mean?

@meenakshisrinivasan7789 8 лет назад

I need to analyse the factors affecting cost of a disease. Do I need to log transform my cost data?

@OsmanOsman-rp8jh 6 лет назад

you are incredible

@IamaPoohnatic 11 лет назад

Any chance you'll make tutorials for SAS? It seems like the graduate programs at my school vary which one they use, with Psychology using SPSS and Education preferring SAS!

@affanfareed2454 8 лет назад

first of all sir i appreciate your work, you done a great job related to spss videos. but sir i have a problem related model 4.i have done my all work and done regression through spss process file.but didnt know how to interpret it and how to write conclusion. also mention i have indep var (a.c) mediator (j.e) and dep variable (ocb) and how to take linear regressionof this. plz help me solve my issue.

@PuccaP22 4 года назад

I know this response is much later but to interpret your regression it is the difference in your dependent variable by one unit within your independent variable. So for one unit increase in the dependent variable (insert result from ExpB on regression table; make sure to insert whether it is negative or positive ) there is a predicted increase in the independent variable.

@VonsterC 9 лет назад

Thank you so very much!

@statisticsfun 9 лет назад

Veronica Clipsham You are very welcome. Hopefully, you will get a chance to like and share the videos and like the MyBookSucks FB page (www.FaceBook.Com/PartyMoreStudyLess). This will help others find the videos. Good luck in your classes too.

@makemoneywithridwan 9 лет назад

oh so what if i want to make an analysis using R programm in calculation of time series ? any help about that plz

@tatyanagrossett8002 2 года назад

Thank you so much sir

@statisticsfun 10 лет назад

There are a variety of ways to do this. The easiest is to estimate the missing data value of 1997. You could take the average of 1996 and 1998 as an example. I did an internet search, "missing data regression" and found some interesting articles.

@HawarRazvanchy 10 лет назад

Very helpful, but what about the "stepwise" method? is it better??

@kasuniabeykoon3294 Год назад

Do we need to check normality of the dependant variable. If its not normal what should we do

@Trazynn 12 лет назад

Appreciated!

@kirstygraham2214 9 лет назад

Could you post a video on how to understand the SPSS outputs? For example, which boxes tell us what, what to look out for to know what analysis has been performed. (Exam help) thanx :-)

@timangshuchetia3303 4 года назад

Thank you so much

@faridul11 10 лет назад

Hi I want to do a piecewise regression for 20 years time series data (1990-2009). I know already that there are a break in 1997. Could you please tell me how can I do it?Thanks.

@asmas5084 7 лет назад

Thank you sir

@calebdebrah3224 5 лет назад

How do I enter values as large as 17,000,000,000 in SPSS to conduct a multiple regression analysis? Any help?

@statisticsfun 10 лет назад

That is an interesting question. The short answer is yes you can built a regression model with some independent variables linear and some curvilinear. I would encourage you to break up your data into smaller parts perhaps 4 parts (25% of your observations in each data set). Now you could build a regression model to see the differences. Make sense?

@angelma3400 6 лет назад

Dear sir I am wondering if you can help me in this issue I need to develop a model using a linear regression based on experimental data The prospected model contain three independent variables (Q, T, P) and one dependent variable (S) However i need to develop the model in this form S= B0 + B1 Q + B2 T + B3 P + B4 QT + B5 QP + B6 TP I just want to confirm that i have the set of experimental data and i have learnt who to develop linear regression model in spss However i need to form my model in the above form which contains the impact of each individual independent variable including the impact of a pair of these independent variables Please let me know if you have idea or any tips to go through resolving the s concern Thank you Mudhar

@meetanihalani6835 4 года назад

so good

@VengoRegis 10 лет назад

Thank you so much sir..! Would you please teach me how to do regression analysis on gender separately ? ( regression for male and regression for female ). Thank you so much Sir..!