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Forum: Regression Analysis

Linear regression, linear models, nonlinear regression

  1. Is this a sensible approach for a 3x3 factorial experiment?

    Hi all I'm hoping that someone can let me know whether this is a suitable approach for analysing a dataset. I have a 3x3 factorial design, so 2...

    Started by t.jones‎, 04-08-2016 04:07 AM
    • Replies: 0
    • Views: 1,344
    04-08-2016, 04:07 AM Go to last post
  2. Effect Size in Poisson Reg with a Binary Predictor

    Well, I don't regularly come across count variables as dependent variables. What is the best effect size to report for a Poisson reg model with a...

    Started by hlsmith‎, 04-07-2016 11:12 AM
    • Replies: 2
    • Views: 1,154
    04-07-2016, 01:26 PM Go to last post
  3. Help with a simple linear regression with a huge backlog of data

    Hi there. I am trying to run a regression that will help me predict Y from X. While this is pretty simple and I have done it already, I have many...

    Started by karan13‎, 04-06-2016 10:09 AM
    • Replies: 1
    • Views: 609
    04-07-2016, 07:16 AM Go to last post
  4. Compare coefficients of two regression models

    Hi, I have a little problem I hope someone can help me with. I run 2 multiple regression models with the same independent variables but...

    Started by Swag1992‎, 04-07-2016 04:15 AM
    • Replies: 1
    • Views: 622
    04-07-2016, 07:10 AM Go to last post
  5. low frequency independent variable in logistic regression

    I'm running a logistic regression and I think there's a variable that I'm not treating properly. I'm modeling traffic accidents (1) vs. no...

    Started by kai_squared‎, 04-05-2016 01:45 PM
    • Replies: 6
    • Views: 1,340
    04-06-2016, 07:06 AM Go to last post
  6. Confused about my Logistic Regression output (SPSS)

    Hi Guys, I've conducted a binary logistic regression using 2 categorical predictors (Static-moving and moving-static) and an outcome variable...

    Started by daveholja‎, 04-05-2016 08:12 AM
    • Replies: 4
    • Views: 960
    04-06-2016, 04:44 AM Go to last post
  7. Information Criterion to compare different linear models

    Dear Community, In order to perform a price forecast, I built four linear models:1-3 have one independent variable, 4 has two independent...

    Started by AntonR‎, 03-30-2016 08:38 AM
    • Replies: 1
    • Views: 844
    04-05-2016, 07:25 AM Go to last post
  8. Multiple Linear Regression Delta R Squared.

    I am conducting a multiple linear regression looking at the predictors of gender and the traits of the dark triad (Narcissism, Psychopathy, and...

    Started by kit191‎, 04-04-2016 08:14 AM
    • Replies: 0
    • Views: 1,846
    04-04-2016, 08:14 AM Go to last post
  9. coefficient variance decomposition test for multicollinearity

    good day, please assist me in interpreting the results of the coefficient variance decomposition test. i am a bit confused; i think the condition...

    Started by Boi‎, 04-03-2016 01:16 PM
    • Replies: 0
    • Views: 2,256
    04-03-2016, 01:16 PM Go to last post
  10. Log-Linear

    Hi all, I have a sample data of Mortality vs GDP. I need to make a Log-linear regression analysis. I transformed the data to log scale and then...

    Started by petros20‎, 04-03-2016 07:08 AM
    log-linear
    • Replies: 0
    • Views: 631
    04-03-2016, 07:08 AM Go to last post
  11. Question Multiple Regression

    I'm supposed to analyze data to see if an implementation fee was followed by a change in passenger volumes over a 4 year period. I've started to...

    Started by Avens10‎, 04-02-2016 11:41 AM
    • Replies: 0
    • Views: 1,354
    04-02-2016, 11:41 AM Go to last post
  12. Robust regression, bootstrapping and indirect effect

    Hi there, I am currently learning to do mediation analysis using bias-corrected accelerated bootstrap confidence intervals, similar to the...

    Started by Tux‎, 04-01-2016 12:26 PM
    • Replies: 4
    • Views: 1,182
    04-01-2016, 07:55 PM Go to last post
  13. Lightbulb SOS: Linear Regression

    Hi guys, it's a first time I am doing regressions for my dissertation and really need your help. I haven't been studying econometrics before, so I ...

    Started by teo_megre‎, 04-01-2016 07:10 AM
    • Replies: 0
    • Views: 896
    04-01-2016, 07:10 AM Go to last post
  14. Question How to minimize volatility in dataset?

    Hi guys, We are currently struggling with a bit of an issue with regards to multiple regression. It concerns how to deal with substantial...

    Started by DJB86‎, 03-31-2016 09:46 AM
    • Replies: 2
    • Views: 715
    03-31-2016, 12:31 PM Go to last post
  15. Multiple regression with interaction - and dummy variables?

    Hi guys! So, here's the deal. I'm in a bit of a pickle here :shakehead I'm currently struggling with a take-home exam where I'm having trouble...

    Started by DJB86‎, 03-29-2016 08:55 PM
    • Replies: 9
    • Views: 1,406
    03-31-2016, 09:07 AM Go to last post
  16. Chi Square and Regression

    Hi all, First time post so please go easy on me :p I have a bunch of categorical variables that I am thinking of using as predictor variables...

    Started by Bathy1‎, 03-29-2016 03:09 PM
    • Replies: 3
    • Views: 1,252
    03-30-2016, 12:18 PM Go to last post
  17. Comparing betas with log transformation of independent variable

    Hi all, I would like to compare the results of three studies. All use linear regression with continuous independent and dependent variables. The...

    Started by orangetrout‎, 03-30-2016 06:35 AM
    • Replies: 0
    • Views: 1,547
    03-30-2016, 06:35 AM Go to last post
  18. Anova find significant diferrences

    Hi all, I have made an one-way anova in order to test if three populations have the same means. My result is to reject the null hypothesis. So,...

    Started by petros20‎, 03-29-2016 12:43 PM
    anova
    • Replies: 4
    • Views: 1,046
    03-30-2016, 01:17 AM Go to last post
  19. Problem with residual?

    I don't know if this is an issue or not. There are the strange bars on the top and bottom of the residuals - I have never seen anything like this and...

    Started by noetsi‎, 03-29-2016 10:53 AM
    • Replies: 7
    • Views: 1,330
    03-29-2016, 12:47 PM Go to last post
  20. How to report a non-significant regression?

    Hi guys, For my final year research project, I have a few regression models with non-significant results. I was just wondering what the...

    Started by twinpeaks‎, 03-27-2016 08:38 AM
    • Replies: 4
    • Views: 5,069
    03-29-2016, 03:45 AM Go to last post
  21. Ordinal or Multinomial Regression

    Hi, If I have a variable called time spend following politics with the following possible responses: No time under half an hour a day...

    Started by DGM1‎, 03-28-2016 03:30 AM
    • Replies: 5
    • Views: 1,043
    03-28-2016, 06:16 PM Go to last post
  22. Logistic regression interpretation

    Can anyone please interpret these results for me i will be highly obliged. Thank you B S.E. Wald Sig. Do you know the doses of every pesticide...

    Started by Farhan‎, 03-26-2016 07:41 AM
    • Replies: 3
    • Views: 1,100
    03-28-2016, 02:35 PM Go to last post
  23. Basic regressionquestion

    Hi, I am currently learning ML algorithms and implementing in R. I have a some basic questions. 1.)I know that linear regression an statistical...

    Started by chakravarty456‎, 03-28-2016 05:16 AM
    • Replies: 2
    • Views: 936
    03-28-2016, 10:59 AM Go to last post
  24. Instrumental variable approach in case of interacting endogenous predictors

    Hello dear forum members, Suppose I have the following model: y = a + x1 + x2 + z1 + z2 + z1*z2, where y is exponential, x1-x2 are controls,...

    Started by kiton‎, 03-15-2016 12:13 PM
    • Replies: 6
    • Views: 1,520
    03-26-2016, 12:59 PM Go to last post
  25. How to calculate the percentage contribution in full factorial and RSM models

    Hi, My question might seem quiet straight forward but here it goes: How can I calculate the percentage contribution of each input parameter in...

    Started by khalchris‎, 03-25-2016 08:04 PM
    anova, full factorial, rsm
    • Replies: 0
    • Views: 1,561
    03-25-2016, 08:04 PM Go to last post
  26. Proper Interpretation of odds ratio less than 1 for my study

    Hello everyone, This is for a PhD, research in psycholinguistics. I have done logistic regression analyses where some chosen predictor...

    Started by MariaF‎, 07-22-2013 04:08 PM
    2 Pages
    1 2
    odds ratio invertibility, odds ratio less than 1
    • Replies: 18
    • Views: 28,159
    03-25-2016, 03:55 PM Go to last post
  27. Bidirectional relationship with longitudinal data: what's the best model?

    N=1000+. I have about 3-4 repetitive measures of a few numerical variables and categorical variables. How do I test the hypothesis that x...

    Started by neuromniscience‎, 03-23-2016 10:37 AM
    • Replies: 3
    • Views: 1,783
    03-23-2016, 09:29 PM Go to last post
  28. Low-prevalence covariates in multiple linear regression analysis

    Is there any problem adding low-prevalence covariates to standard multiple linear regression (spontaneous entry)? For example, I have 1000+...

    Started by neuromniscience‎, 03-22-2016 08:59 PM
    • Replies: 2
    • Views: 782
    03-23-2016, 07:59 PM Go to last post
  29. Post Regression individual and group-level data

    Hi all, I'm testing whether observing behavior leads to copying behavior (monkey see, monkey do) in a team setting. I've collected data from...

    Started by Tijnvanlier‎, 03-22-2016 01:50 PM
    • Replies: 3
    • Views: 1,105
    03-23-2016, 07:40 PM Go to last post
  30. Smile Predicted Probability

    Someone created a spreadsheet to graph predicted provability values on a Logistic Regression S Graph. There are four values used. a = Assumed...

    Started by R0NR0NS‎, 03-22-2016 10:43 AM
    • Replies: 2
    • Views: 898
    03-22-2016, 05:17 PM Go to last post
  31. Post Compare Correlation Coefficients

    Hi everyone, I currently have to do an empirical work in Stata and need some help. I have a regression in this form and want to compare the...

    Started by Swag1992‎, 03-22-2016 11:31 AM
    • Replies: 0
    • Views: 628
    03-22-2016, 11:31 AM Go to last post
  32. Both categorical and continuous predictors?

    I'm sure this is very simple but I just want to be sure. I have actually been searching the web for a while now and can't seem to find a clear...

    Started by dt87‎, 03-21-2016 01:02 AM
    • Replies: 5
    • Views: 1,599
    03-21-2016, 04:35 PM Go to last post
  33. Question Help with mixed model?

    I would appreciate some help figuring out how to analyze a new data set I'm collecting. Most of my experience is with linear regression and ANOVA,...

    Started by tbrass‎, 03-19-2016 03:49 PM
    • Replies: 3
    • Views: 1,175
    03-21-2016, 09:52 AM Go to last post
  34. Dummy variables with categorical data with multiple levels.

    This always seemed easy to me, largely because I always had an obvious reference group before or I was dealing with variables that had only 2 levels....

    Started by noetsi‎, 02-28-2016 07:44 PM
    • Replies: 12
    • Views: 2,364
    03-21-2016, 08:13 AM Go to last post
  35. Logistic regression in SPSS

    I have designed a question and now intend to use SPSS to run regression to analyse the results: My dependent variable is: intention to vote. Yes...

    Started by matthewrog‎, 03-19-2016 11:11 AM
    dummy variable, likert scale, logistic regression, ordinal regression, spss
    • Replies: 0
    • Views: 989
    03-19-2016, 11:11 AM Go to last post
  36. Skew in data

    I have a huge data set, 10,000 points is common. I have significant skew in my data and some large outliers. Some authors argue addressing skew with...

    Started by noetsi‎, 03-14-2016 08:43 AM
    2 Pages
    1 2
    • Replies: 17
    • Views: 2,473
    03-18-2016, 05:06 PM Go to last post
  37. "Sensitivty" analysis

    I have not encountered this before. It occurs in the context of "mixed effects OLS regression" (not sure exactly what type of regression that is...

    Started by noetsi‎, 03-18-2016 01:31 PM
    • Replies: 4
    • Views: 1,230
    03-18-2016, 04:10 PM Go to last post
  38. Intercept becoming negative(More IDVs)

    Hi All, I have a small query. When regressing revenue against cost, my intercept is positive for X% combos where each combo consists of data...

    Started by vikash_124124‎, 03-18-2016 01:57 AM
    • Replies: 6
    • Views: 1,068
    03-18-2016, 04:08 PM Go to last post
  39. Introductory references about total least squares

    I am an engineering student and I've been recently told about the Total Least Square (TLS) method. I am interested in applying it to topographic...

    Started by julitocolon‎, 03-18-2016 10:14 AM
    least-squares, orthogonal regression, references, regression, total least squares
    • Replies: 1
    • Views: 647
    03-18-2016, 10:37 AM Go to last post
  40. Partial effect plot: Which options do I have?

    Hi, I have a multiple regression model, and I would like to do an effect plot with confidence bands regarding one of the predictors. One solution...

    Started by mmercker‎, 03-16-2016 11:38 AM
    confidence bands, effect plot, regression plot
    • Replies: 4
    • Views: 1,345
    03-17-2016, 02:21 AM Go to last post
  41. Cool Research Method questions

    Thanks guys for the response, it was great

    Started by jazeid05‎, 03-15-2016 08:29 PM
    • Replies: 3
    • Views: 891
    03-16-2016, 10:29 AM Go to last post
  42. Prediction Plot with CI's: What to do with covariates?

    Hi, I have a multiple regression model (especially a GLMM), with - outcome Y, - a fixed effect predictor wich is in the main focus of...

    Started by mmercker‎, 03-15-2016 05:21 AM
    confidence interval, partial effect, regression plot
    • Replies: 0
    • Views: 841
    03-15-2016, 05:21 AM Go to last post
  43. MSE vs variance of residuals

    Can someone help me understand the distinction between the Mean Square Error and the variance of the residuals i)] in a linear regression? I thought...

    Started by pgseye‎, 03-15-2016 04:28 AM
    • Replies: 0
    • Views: 2,090
    03-15-2016, 04:28 AM Go to last post
  44. Use of partial regression plots to check for non-linearity

    These are commonly recommended to detect non-linearity in interval level predictors. I ran these in SAS and I have a difficult time interpreting the...

    Started by noetsi‎, 03-11-2016 01:53 PM
    2 Pages
    1 2
    • Replies: 19
    • Views: 3,015
    03-14-2016, 03:28 PM Go to last post
  45. Fishing with data: Use of multiple regressions on the same data set

    I have approached this issue, running multiple models with the same data set usually in the context of FW error . It is the habit of running multiple...

    Started by noetsi‎, 03-14-2016 11:31 AM
    • Replies: 2
    • Views: 1,260
    03-14-2016, 01:25 PM Go to last post
  46. Linear regression vs logistic regression

    I have a time series dataset. The, X (Independent variable) is time and is denoted as 1,2,3,4,5,6..1000.etc Y (Dependent variable ) is a...

    Started by Mukund‎, 03-12-2016 09:54 AM
    linear regression, logistic regression
    • Replies: 2
    • Views: 1,113
    03-14-2016, 08:28 AM Go to last post
  47. Test of non-linearity

    How do you actually test for non-linearity in linear regression. I have heard Box-Tidwel test mentioned, but I have yet to find out how you do it. ...

    Started by noetsi‎, 03-11-2016 09:27 AM
    • Replies: 0
    • Views: 620
    03-11-2016, 09:27 AM Go to last post
  48. Unhappy Regression: DV is Revenue and IDV is cost. (Very High MAPE)

    Need help on one of the modelling assignment. My dependent variable is Revenue and the independent variable is Cost beside some other variables...

    Started by vikash_124124‎, 03-09-2016 01:47 AM
    mape, regression
    • Replies: 8
    • Views: 1,527
    03-11-2016, 09:24 AM Go to last post
  49. (Poisson/NegBin, RE) Estimation of time-invariant predictors in a panel model

    Hello dear forum members, For a time being I had been working with the following model (Stata command format): - xtpoisson y x1 x2 x3 x4 x5, fe-...

    Started by kiton‎, 03-10-2016 02:03 PM
    negative binomial, poisson, random-effects, time-invariant
    • Replies: 3
    • Views: 1,485
    03-10-2016, 05:02 PM Go to last post
  50. Question Dummy variable in a Fixed effects (FE) model

    Hello :-) I am doing a paper where I examine the Scandinavian welfare model effect on inequality in the Scandinavian countries. I examine it using...

    Started by JoLinda91‎, 03-03-2016 05:54 AM
    • Replies: 4
    • Views: 1,343
    03-10-2016, 02:35 PM Go to last post
  51. chemical analysis

    Hi guys help me? I have a problem. I have to analyze a product just finished the processing (hot) and subsequently when it is cooled to room...

    Started by crimelist‎, 03-10-2016 02:44 AM
    • Replies: 13
    • Views: 1,707
    03-10-2016, 11:56 AM Go to last post
  52. regression of car accidents vs age (question about normality and implement gender)

    a few basic questions. I'm just starting to learn regression so I'm trying to apply what I'm learning. I have a set of data with ages ranging...

    Started by semidevil‎, 03-03-2016 09:38 PM
    • Replies: 14
    • Views: 2,196
    03-09-2016, 05:11 PM Go to last post
  53. Question about linear regression & residuals

    I have been reading up on linear regression and residual plots here on stattrek: http://stattrek.com/regression/residual-analysis.aspx?Tutorial=AP...

    Started by pablowilks‎, 03-08-2016 03:24 PM
    • Replies: 2
    • Views: 1,231
    03-09-2016, 07:46 AM Go to last post
  54. Categorical variables changing by their groupmean

    Hi For a project I need to model industrial data. Large part of the dataset consists out of nominal categorical variables (430 variables in total...

    Started by studentbelg‎, 03-08-2016 05:20 PM
    • Replies: 0
    • Views: 803
    03-08-2016, 05:20 PM Go to last post
  55. When to specify an interaction effect

    I have a model with about 20 variables in it (6 of them are dummies from a categorical variable with 7 levels). All of these are suggested by the...

    Started by noetsi‎, 03-08-2016 09:26 AM
    • Replies: 4
    • Views: 1,143
    03-08-2016, 01:18 PM Go to last post
  56. Assignment

    Please may you help me answer the question, I'm stuck. Thanx!! A property analyst is examining the relationship between the City council’s...

    Started by natra‎, 02-22-2016 06:43 AM
    • Replies: 2
    • Views: 1,695
    03-08-2016, 04:22 AM Go to last post
  57. Using median case load as a predictor

    I am testing the impact of a contractor or a public unit working with a customer . A big part of this is generating control variables so I can...

    Started by noetsi‎, 03-07-2016 05:56 PM
    • Replies: 1
    • Views: 997
    03-07-2016, 07:49 PM Go to last post
  58. Prediction Intervals

    I am in the process of calculating the prediction intervals on a time series data linear regression model The independent variable in my model is...

    Started by Mukund‎, 03-07-2016 04:58 AM
    prediction interval, regression
    • Replies: 0
    • Views: 582
    03-07-2016, 04:58 AM Go to last post
  59. Good Tool to generate probability of a sale for 300,000 products

    Hi - I am trying to determine a good tool that will help me generate a probability of a sale for a list of of 300,000 products. I have a table of...

    Started by BlendRed3‎, 03-06-2016 01:37 PM
    • Replies: 0
    • Views: 663
    03-06-2016, 01:37 PM Go to last post
  60. Nonparametric regression using kernel weights

    Hi! I am wondering how I can present the results of nonparametric regression. I performed the nonparametric tests using R, and R package 'np'. ...

    Started by nieve5552‎, 03-05-2016 09:57 PM
    nonparametric, reporting results, reporting statistics, results
    • Replies: 0
    • Views: 1,001
    03-05-2016, 09:57 PM Go to last post

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