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Forum: Regression Analysis

Linear regression, linear models, nonlinear regression

  1. Exp(B) or CI values with the letter "E"

    Dear all, I am running a Multinomial Log. Regression. Everything seems fine but I do not understand when Exp(B) oder CI values are like...

    Started by rezzak‎, 01-26-2017 03:42 AM
    confidence interval, exp(b), logistic regression
    • Replies: 6
    • Views: 604
    01-27-2017, 10:42 AM Go to last post
  2. Beta significance level in one model the same as the R-squared-change significance

    I am very new to statistics, so apologies in advance if I have not explained this clearly. I have run two types of linear regression: - The...

    Started by francyb‎, 01-23-2017 04:03 PM
    beta, linear regression, regression, signifiance
    • Replies: 1
    • Views: 498
    01-24-2017, 09:50 AM Go to last post
  3. what to do with "bad" logistic regression results

    I ran a simple logistic regression in R and here are my results. my independent variables are all "counts" and I coded my Y as 0 and 1. This is a...

    Started by semidevil‎, 01-18-2017 03:16 PM
    • Replies: 9
    • Views: 852
    01-23-2017, 11:18 AM Go to last post
  4. Finding predicted values with logged (ln) dependent variable.

    Hello all, I'm currently working on my first quantitative project. I am doing an OLS regression in SPSS. I had to take the natural log of my DV in...

    Started by burdfishdemon‎, 07-27-2016 03:21 AM
    log transformation, ols, predicted values, spss, statistics
    • Replies: 4
    • Views: 836
    01-23-2017, 10:16 AM Go to last post
  5. I think this is a simple question but I can't seem to find it in my stats book

    I have a linear regression equation (y=6.0707x-1200.2) that was used to develop 50 point estimates. The sum of these estimates is the point estimate...

    Started by bugle4one‎, 01-19-2017 10:27 AM
    • Replies: 12
    • Views: 722
    01-20-2017, 01:29 PM Go to last post
  6. im a newbie and i need some help with regression :(

    kayy... masters student here :wave: im so lost in my statistical analysis and my supervisor isn't really helpful :( for my model i have 3...

    Started by jkerr1‎, 01-20-2017 07:01 AM
    • Replies: 1
    • Views: 513
    01-20-2017, 11:30 AM Go to last post
  7. How to investigate a curvilinear relationship? (power curve?)

    Hi there, Can anyone tell me how to explore this relationship on SPSS using a regression analysis? I have been advised that this relationship...

    Started by crook‎, 01-19-2017 12:01 PM
    • Replies: 13
    • Views: 643
    01-19-2017, 10:57 PM Go to last post
  8. Deriving further values from regression coefficients

    Hi, Iím hoping someone can help me. Iím trying to derive another value from the coefficients of two regression equations. I have 2 regression...

    Started by Noble‎, 01-19-2017 08:43 AM
    cauchy, coefficients, regression
    • Replies: 0
    • Views: 408
    01-19-2017, 08:43 AM Go to last post
  9. Math Help: How to Calculate Weights for Multiplicative Model with Dummy Variables

    Hi Everyone, My question is how do I calculate weights for Y=W1X1*W2X2*WNXN where N is the number of independent variables. I could use...

    Started by CharlieBombay‎, 01-18-2017 10:52 AM
    coefficients, math, predictive model
    • Replies: 1
    • Views: 438
    01-18-2017, 03:51 PM Go to last post
  10. How can this be true [linear versus logistic regression]

    This comes from a government study that was used to generate something of great importance, funding and related factors for a major government...

    Started by noetsi‎, 01-07-2017 12:31 PM
    2 Pages
    1 2
    • Replies: 17
    • Views: 1,367
    01-15-2017, 01:51 PM Go to last post
  11. Can data be classified as count data?

    Hi, I have a dataset spanning two years which consists of individuals entering some process. Once they have entered this process I want to predict...

    Started by Mkkl‎, 01-15-2017 04:25 AM
    count data, negative binomial, poisson
    • Replies: 2
    • Views: 479
    01-15-2017, 07:38 AM Go to last post
  12. How to Fit polynomial regression by bootstrap and establishing IC of each parameters

    #Hi everybody and excuse me for my bad english for this request on R. #here parameter of an hypothetical interval : ...

    Started by philippe‎, 01-13-2017 07:28 PM
    bootstrap, regression analysis, regression coefficent, routine r
    • Replies: 0
    • Views: 479
    01-13-2017, 07:28 PM Go to last post
  13. growth curve models

    hi all, suppose my outcome is total yearly savings ($). i want to use growth curve models to see how 4 different groups change in their savings...

    Started by leonedelman‎, 01-13-2017 05:41 AM
    growth curve models
    • Replies: 0
    • Views: 422
    01-13-2017, 05:41 AM Go to last post
  14. Random slopes

    Dear experts, When should I include random slopes in my non-linear mixed effects model? Is it solely when it results in a better Log...

    Started by Palermo‎, 01-12-2017 09:49 PM
    • Replies: 0
    • Views: 444
    01-12-2017, 09:49 PM Go to last post
  15. Checking temporal dependency

    Hi guys, this is my problem: I have performed some experimental tests (tomographies) on 40 samples. These samples are made by four different...

    Started by dado92‎, 01-11-2017 11:10 AM
    temporal dependency
    • Replies: 2
    • Views: 522
    01-11-2017, 12:12 PM Go to last post
  16. Dealing with temporal autocorrelation

    Hi, assume we have a measured value for each year from 1990-210, and we want to estimate a linear trend. Now there is a problem of...

    Started by mmercker‎, 01-10-2017 02:22 AM
    additive, autocorrelation, gam, regression, trend
    • Replies: 2
    • Views: 475
    01-10-2017, 10:39 AM Go to last post
  17. Question Mediation Output with Process

    Hi, I am investigating a variable for its effect as a mediator with SPSS and Process but I have problems interpreting the output. First I...

    Started by StatStud‎, 01-10-2017 07:08 AM
    mediation, process
    • Replies: 0
    • Views: 525
    01-10-2017, 07:08 AM Go to last post
  18. What is spatial regression?

    This is the first time I have heard of this technique . They are concerned with what they call spatial issues, for example how rural versus urban...

    Started by noetsi‎, 01-09-2017 08:47 AM
    • Replies: 6
    • Views: 546
    01-09-2017, 01:41 PM Go to last post
  19. Statistical inference.

    Hi there, I would like to ask a couple of basic questions: 1. What is the difference between estimation and hypothesis testing? I mean are they...

    Started by Abubaker‎, 01-08-2017 05:25 AM
    hypothesis testing, model selection, modeling techniques, statistical inference
    • Replies: 1
    • Views: 596
    01-09-2017, 01:01 PM Go to last post
  20. Individual versus aggregate regression

    What is the difference between doing regression at an individual versus a aggregate level This is an example of what I am talking about for...

    Started by noetsi‎, 01-07-2017 01:09 PM
    • Replies: 0
    • Views: 464
    01-07-2017, 01:09 PM Go to last post
  21. I want to learn to create ARX, ARMAX, Box-Jenkins and Output-Error

    Hello. I'm am a control engineer and I want to upgrade my skills in simulation of dynamic physical systems. Normaly I describe my physical system...

    Started by Volvo742‎, 01-06-2017 07:22 AM
    • Replies: 8
    • Views: 653
    01-07-2017, 11:43 AM Go to last post
  22. 'e' in expected values in Poisson

    Using this example (see below) could someone please tell me what the 'e' symbol stands for and how one would work out the expected values manually. ...

    Started by sarahharding‎, 01-05-2017 10:44 AM
    expected values, poisson distribution, poisson regression, symbols
    • Replies: 1
    • Views: 535
    01-05-2017, 01:43 PM Go to last post
  23. Question Data input- ordered logistic regression

    Hello, I am trying to analyze the relationship between mode familiarity and Technology & demographic characteristics. So I have an ordinal dependent...

    Started by paranjyoti‎, 01-05-2017 08:09 AM
    data analysis, logistic regression, regression analysis, spss
    • Replies: 0
    • Views: 436
    01-05-2017, 08:09 AM Go to last post
  24. Regression analysis in R - which variables to include?

    Hi all, I am doing causal research between the relation between a dependent variable Y which consists of 4 phases (so 4 dependent variables Y1,...

    Started by koot6133‎, 01-05-2017 06:45 AM
    correlation, multiple regression, selection of variables
    • Replies: 0
    • Views: 455
    01-05-2017, 06:45 AM Go to last post
  25. Is Using an Explanatory Variable that Defines My X-Y Pairs Correct ??

    Hello My question is basic I guess: My data looks like this: obs date Y X 1 1/1/2010 5.6 3 2 1/2/2010 7.9 5 3 ...

    Started by Meytar‎, 01-03-2017 01:45 PM
    • Replies: 0
    • Views: 568
    01-03-2017, 01:45 PM Go to last post
  26. Cool weird difference between measures of Goodness-of-Fit ??

    Dear stats friends I have run an ordinal regression in SPSS on 700 subjects I have data on an ordinal DV: heart disease score between 0 and 3. ...

    Started by wulfgar‎, 12-30-2016 11:38 AM
    • Replies: 2
    • Views: 715
    12-30-2016, 11:45 AM Go to last post
  27. Complicated Research quesiton

    Im looking to do some research in the social science field and I have to do a statistical analysis of a complicated set of self report measures. I'd...

    Started by danmpc‎, 12-28-2016 05:52 AM
    • Replies: 8
    • Views: 778
    12-30-2016, 11:33 AM Go to last post
  28. Post Calculating the multiple regression function via canonical correlation analysis

    I've got one dependent variable and two independent variables. I need to calculate the multiple regression function via canonical correlation...

    Started by floflo‎, 12-29-2016 01:35 PM
    canonical, canonical analysis, eigenvalue, multiple regression, svd
    • Replies: 0
    • Views: 477
    12-29-2016, 01:35 PM Go to last post
  29. ANOVA - Does Welch's test assume homogeneity of variances, or not?

    In other words, will it return a much smaller standard error when variance are unequal than Fisher's? Or is it not concerned with variance?

    Started by bikingman‎, 12-28-2016 03:02 PM
    • Replies: 3
    • Views: 523
    12-28-2016, 08:46 PM Go to last post
  30. General linear model and residuals

    Hi, i'm using SPSS for analysis of my data using general linear model with 3 independet factors (2 levels each) and one independent ordinal factor (4...

    Started by igsimoes‎, 12-26-2016 11:55 AM
    • Replies: 0
    • Views: 588
    12-26-2016, 11:55 AM Go to last post
  31. How to Compare B Coefficients within and between models in R?

    Hello people, I am new to this forum and it would be great if some experienced people could help met out. I would like to know what the...

    Started by KevinAdam‎, 12-24-2016 04:00 PM
    • Replies: 1
    • Views: 710
    12-25-2016, 03:16 AM Go to last post
  32. Newbie needs some help with his model interpretation

    Hello, i am quite new in the world of statistical problems :) I have read some lecture notes and books to solve my current problem, but i am note...

    Started by R_Newcomer‎, 12-24-2016 08:52 AM
    • Replies: 0
    • Views: 575
    12-24-2016, 08:52 AM Go to last post
  33. Regression on estimated variables

    I'm making a two-step analysis for my data. First Step: I've collected inflation and interest rate data for 25 countries in a monthly frequency...

    Started by glima‎, 12-22-2016 07:18 AM
    measurement error, regression, standard errors
    • Replies: 2
    • Views: 643
    12-23-2016, 08:52 AM Go to last post
  34. Beginner's question: Is profit/loss data always ratio in nature? How to treat it?

    Hello, I'm afraid this is another beginner's question. I've only recently grasped the fundamentals of linear and multiple linear regression and I...

    Started by MrPink‎, 12-21-2016 07:43 AM
    beginner, lineal model, ratio
    • Replies: 3
    • Views: 587
    12-21-2016, 05:06 PM Go to last post
  35. Random intercept only for 1 subgroup in lmer

    Dear all, suppose I have a case study with 3 different populations, A, B and C. For all groups I have data on, e.g. body mass, length and sex of a...

    Started by Luke‎, 12-21-2016 02:30 AM
    • Replies: 2
    • Views: 569
    12-21-2016, 11:12 AM Go to last post
  36. Calculating probabilities from logit parameters estimated with effect coding

    Hello, I calculated this multinomial logit model using an effect coding (-1 0 1). The variable edu3 is the education level (3 categories), sex has...

    Started by Demographer‎, 12-21-2016 02:39 AM
    • Replies: 0
    • Views: 495
    12-21-2016, 02:39 AM Go to last post
  37. moderation in SPSS vs. PROCESS

    Hi. I did mediation and moderation analysis of one model in 2 programs: SPSS and PROCESS (macro). Mediation was the same, but moderation was...

    Started by Ginny Joyce‎, 10-15-2016 08:14 AM
    moderation, process, spss
    • Replies: 2
    • Views: 984
    12-19-2016, 07:35 AM Go to last post
  38. 3-way ANOVA for paired groups and repeated measures or a GEE

    Hi! I need help for data analysis of my masters.I work with awake rats in pharmacology experiments. In my experiment I have some groups of treatment...

    Started by igsimoes‎, 12-17-2016 06:26 AM
    • Replies: 2
    • Views: 594
    12-18-2016, 10:01 AM Go to last post
  39. When to use Augmented Dickey Fuller test vs Dickey Fuller Test - Time series

    Checking a variable for I(1) process, when should i use a ADF vs DF test?

    Started by maasi007‎, 12-17-2016 09:01 AM
    arma, dickey fuller augmented, dickey fuller test, time series, time series analysis
    • Replies: 1
    • Views: 510
    12-17-2016, 11:30 AM Go to last post
  40. Trying to think of alternative methods to approaching my model for dynamic pricing

    Right now i run a pricing experiment where 25%of users get one of 4 random prices. After collecting sufficient data, I split my data into training...

    Started by bball3212‎, 12-16-2016 09:37 AM
    • Replies: 0
    • Views: 515
    12-16-2016, 09:37 AM Go to last post
  41. help in model

    I have a data set like that ID Wight age sex season region response 1 60 40 1 4 2 1000 2 65 ...

    Started by mosthamed‎, 12-16-2016 04:35 AM
    • Replies: 1
    • Views: 504
    12-16-2016, 08:00 AM Go to last post
  42. Repeated Measures model with Covariates

    Hi Everyone, i am struggling with finding a good way to analyze a dataset. The design is this: I have 25(n) subjects, all of them are tested in an...

    Started by cecilia‎, 12-15-2016 03:49 AM
    categorical, covariate, model, multiple regression, repeated measures
    • Replies: 1
    • Views: 532
    12-16-2016, 01:23 AM Go to last post
  43. How to calculate residual covariance in R

    I know it is may be a silly question but I am looking for an answer if I fitted a linear model c<- lm (y~ a+ b) I need to get the residual...

    Started by mosthamed‎, 12-15-2016 05:45 AM
    linear model
    • Replies: 1
    • Views: 554
    12-16-2016, 01:18 AM Go to last post
  44. Linear Regression - Beginner Need Help

    Hello everyone, I have a simple exercise to do about linear regressions and models but I have a few doubts. The exercise gives you 2 vectors(let's...

    Started by dieselonthecouch‎, 12-14-2016 09:38 AM
    • Replies: 4
    • Views: 662
    12-14-2016, 02:04 PM Go to last post
  45. Advice on OLS analysis

    Hello Everyone, I’m writing a paper on the relationship between weather on daily public bike share system usage. I’m looking for a bit of advice...

    Started by bikingman‎, 12-14-2016 11:59 AM
    ordinary least squares
    • Replies: 0
    • Views: 480
    12-14-2016, 11:59 AM Go to last post
  46. Question Adaptive Lasso and CrossValidation for SNV selection

    Hello everyone, I have available 17 000 variables (SNV frequencies, a certain number of zeros) for 40 patients. Each patient is represented by its...

    Started by CorentinR‎, 12-13-2016 06:29 AM
    adaptive-lasso, cross-validation, high throughput, variable selection
    • Replies: 3
    • Views: 677
    12-13-2016, 10:51 AM Go to last post
  47. SEM versus multiple regression?

    Hello. I have a within-subjects longitudinal design with two time points. There are two DVs and 3 IVs. All are measured at both time points. I used a...

    Started by morlei‎, 12-13-2016 09:27 AM
    • Replies: 1
    • Views: 516
    12-13-2016, 09:41 AM Go to last post
  48. Mixed effects using nlme in R

    If I include an interaction (time*score) in my model the main effect (score) is significant. However, if I remove the covariate (time), the effect...

    Started by Palermo‎, 12-05-2016 04:55 PM
    • Replies: 3
    • Views: 733
    12-13-2016, 02:44 AM Go to last post
  49. mixed effects influence of interaction

    Can someone confirm that the following are correct. I'm trying to model both the random intercept and random intercept/slope models. Random...

    Started by Palermo‎, 12-12-2016 10:15 PM
    • Replies: 2
    • Views: 475
    12-13-2016, 02:25 AM Go to last post
  50. Logistic Regression Output

    Hey All, Can someone help me make sense of this Minitab output? A few questions I had are: What does the odds ratio statistic mean? what does...

    Started by MaxPowers‎, 12-11-2016 10:16 PM
    • Replies: 3
    • Views: 621
    12-13-2016, 12:44 AM Go to last post
  51. Poverty analysis and multiple linear regression

    Hi. I have a dataset and I intend to use multiple linear regression analysis with excel since the dataset isn't that massive in volume, just about...

    Started by auroraborealis‎, 12-12-2016 06:37 AM
    regression analysis
    • Replies: 0
    • Views: 516
    12-12-2016, 06:37 AM Go to last post
  52. Urgent: data format in regression analyses

    Hi all, I'm suffering a lit bit with some data I have to analyse (my first time...) and I have many doubts. We manipulated 3 IVs that were shown...

    Started by Phoolan_D‎, 12-10-2016 10:13 PM
    • Replies: 0
    • Views: 511
    12-10-2016, 10:13 PM Go to last post
  53. Regression with two data sets?

    I have two data sets. Set 1 contains daily flights and delay data: Flight Date Carrier Departure Delay, ranging from 0 to 1650 minutes. ...

    Started by kdsan‎, 11-01-2016 09:49 PM
    • Replies: 1
    • Views: 590
    12-10-2016, 09:35 PM Go to last post
  54. Lightbulb Need help with data for regression analysis

    I have extracted the following values from Draper and Smith (1998) for independent variable X, dependent variable Y for regression analysis: ...

    Started by Johsins69‎, 11-22-2016 11:17 AM
    • Replies: 2
    • Views: 618
    12-10-2016, 09:09 PM Go to last post
  55. LinearRegressionQuestions

    Hello, Can someone please help with Question 1.3 onwards in the attached file. Thanks, AJ

    Started by analyticsjane‎, 12-10-2016 06:50 AM
    • Replies: 0
    • Views: 513
    12-10-2016, 06:50 AM Go to last post
  56. Interpretation Interaction Term

    Hey, maybe you could help me with this interpretation (i'm learning with the slides). The model is about employment chances and the independen...

    Started by Hansbusch‎, 12-09-2016 05:23 PM
    • Replies: 0
    • Views: 418
    12-09-2016, 05:23 PM Go to last post
  57. Table interpretation (odds)

    Can someone help me interpret and understand this table? The question is: What effect does the age have on the odds for bodyweight=1 for persons who...

    Started by dymatize‎, 12-08-2016 07:14 AM
    • Replies: 2
    • Views: 486
    12-09-2016, 04:06 PM Go to last post
  58. conditional logit model_help with data interpretation

    0 down vote favorite I have performed a clogit following the instruction of Aizaki et al.2012 but I am not sure on how to interpret some results...

    Started by senzu‎, 12-08-2016 11:13 AM
    clogit, coefficient, logit model
    • Replies: 4
    • Views: 528
    12-09-2016, 08:26 AM Go to last post
  59. Logistic Regression - Predicted Probabilities with unknown variables

    Hi all, I'm wondering about how to calculate predicted probabilities using a binary logistic regression model when one or more of the variables in...

    Started by augustin‎, 12-06-2016 04:21 PM
    logistic regression
    • Replies: 2
    • Views: 517
    12-07-2016, 09:11 AM Go to last post
  60. Hello, I need some help please with two problems

    Hey guys, I have been struggling in this class and I am down to the last week, I have to pass this homework and extra credit problem to pass the...

    Started by run2rush2112‎, 12-02-2016 09:11 PM
    • Replies: 2
    • Views: 618
    12-04-2016, 07:13 PM Go to last post

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