panel data

1. Panel Data: Logistic fixed-effect model with a non-varying dependent variable...

Dear all, As a part of my master’s thesis, I am currently undertaking some statistical analysis of corporate turnaround. I have a panel dataset consisting of approximately 200 firms for 6 years each gathered within a 15-year time-period and with large cross-sectional dimensions (various...
2. Analyzing panel data with 3 time points: latent growth/curve models

Hello, I have panel data containing 3 time points. Some of the papers I read used latent curve models. I'm trying to employ this idea as well but there were some bumps in the road. First: I'm using AMOS, but it seems that this program is only equipped to deal with one latent variable that...
3. R: Multinomial Logistic Regression with a subset of observations (Panel Data)

I have panel data with observations in different week-days to run a Multinomial Logistic Regression in R. I know that mlogit package includes this topic on its usage definition: mlogit(formula, data,subset, weights,....) But I don't have any example that includes correlations between...
4. How to perform pooled cross-sectional time series analysis?

For 86 companies and for 103 days, I have collected (i) tweets (variable hbVol) about each company and (ii) pageviews for the corporate wikipedia page (wikiVol). The dependent variable is each company's stock trading volume (stockVol0). My data is structured as follows: company...
5. Discrete Choice model with Panel Data in SPSS

I've studying travel behaviour data with Random Utility Maximization theory (Discrete Choice Model) using SPSS. I know that McFadden's conditional logit model can be fitted in the COXREG procedure, but I don't know how to include Panel Data. Some people talk about GENLINMIXED command to...
6. How to perform regression on panel-data with timelag in SPSS?

For my thesis, I have gathered search volume data ("svi") from Google and message data from Twitter ("tweets" is the number of daily tweets) for serveral companies ("comp"). The variable "tradevol" is the trading volume in the stock of a company, as taken from Yahoo! Finance. "svi" and "tweets"...
7. Panel Data Regression with Few Observations

Hello! I know very little of statistics but I need help to do my thesis. I'm running a regression with fixed and random effects in a panel data of 5 countries with 11 years of data. The number of variables I'm using are 5 and I need to analyze also a model with 6. Is this feasible? If not...
8. Possible to analyze cross lag panel data with regression alone (no SEM)?

I have 2 (soon to be 4) waves of panel data. I have a relatively small sample size so I don't think I should use SEM - also I don't really understand SEM! Is there any effective way to analyze these data using only regression or correlation analyses? Preferably analyzed using SPSS if possible...
9. data manipulation stata

data dropping stata 2 Hi all, I have the following panel of firms: A balanced panel of firms: FirmID Year Respondvariable 1 0 30 1 1 40 1 2 30 1 3 30 1 4 30 2 0 40 2 1 463 2 2 . 2 3 . 2 4 . 3 0 30 3 1 463 3 2 . 3 3 . 3 4 40 In year 0 all firms...
10. dropping firms in paneldataset

Hi all, I have the following panel of firms: A balanced panel of firms: FirmID Year Respondvariable 1 0 30 1 1 40 1 2 30 1 3 30 1 4 30 2 0 40 2 1 263 2 2 . 2 3 . 2 4 . In year 0 all firms either have 40 or 30 on the respond variable. Now I want to...
11. Panel Data Analysis, Help Urgently Needed! Fixed & Random effects, Fama MacBeth etc.

Hi, I have the following panel dataset: 11 years of annual data with a total of 250 observations. The panel is highly unbalanced, in the beginning years only few observations, while the last years make up the most of the observations. For instance, in year 1 I have only 6 observations, while...
12. Challenge: dependent variable observed randomly over time

Hello everyone, I have been working on this problem and couldn't find a solution so any kind of help is more than welcome! I have data ranging from the year 1900 to 2000 in 150 cities for four independent variables (one of which is a dummy). These nicely constitute the requirements of a...
13. Interpretation of an equation

I'm using panel data in R and have been using this formula: plm(log(Y)~log(X4)+X2+X3+X1| .+log(X5) +log(X4) I've found that as long as I have a . and a +/-/* the formula works but if I don't it gives me an error message. I need to know exactly why this is and make sure that I'm not...
14. Best Model to use with Panel data for Trade Agreement

I'm using panel data to examine the effects of a trade agreement. I have 9 data points for each country I'm examining. The trade agreement is for a specific region so the factors I'm using include region, if they are in the trade agreement and change in other industries. I'm using R so if...
15. single observation multi-year variables

Apologies if this has been posted before, but I had difficulties describing the problem. Rather than having a data set where, for the same entity, I have different observations for different years, I have a data set that has a single observation for a firm but variables are defined by the...