Solved – Does it make sense to add error bars in a bar chart of frequencies

Assume a survey plot that shows a histogram of percentages of respondent's answers, like the following which shows "Percentages of respondents' answers for five tornado warning behaviors across six lead time and daylight scenarios": Do error bars make any sense for a plot like that? As far as I know, error bars are useful only … Read more

Solved – How to compute (or numerically estimate) the standard error of the MLE

I have a model for which I know the log likelihood function, the gradient of the log likelihood and the Hessian of the log likelihood. For given data I can compute the MLE using a generic optimizer (Nelder-Mead). How do I compute (or estimate) the standard error for the MLE? If there is existing software … Read more

Solved – Correcting standard errors when the independent variables are autocorrelated

I have a question about how to correct standard errors when the independent variable has correlation. In a simple time series setting we can use Newey-West covariance matrix with a bunch of lags and that will take care of the problem of correlation in the residuals. What does one do in a panel data setting? … Read more

Solved – standard symbol for standard error

The mean of a dataset is often represented by the Greek letter $mu$, and the standard deviation of a dataset is often represented by the Greek letter $sigma$. But what about the standard error? I've seen authors use SE, se, $sigma_bar{x}$, and $s_bar{x}$. The Wikipedia article on standard error uses both SE and $sigma_bar{x}$. Is … Read more

Solved – standard symbol for standard error

The mean of a dataset is often represented by the Greek letter $mu$, and the standard deviation of a dataset is often represented by the Greek letter $sigma$. But what about the standard error? I've seen authors use SE, se, $sigma_bar{x}$, and $s_bar{x}$. The Wikipedia article on standard error uses both SE and $sigma_bar{x}$. Is … Read more

Solved – Do Beta weights from regression have error terms

I am looking at standardized regression weights (i.e., Beta weights). I was thinking of reporting the errors next to the weights in a figure, but upon some thought I was debating whether such errors even exist. I know un-standardized regression weights have standard error parameters, but do standardized regression weights have error terms? Best Answer … Read more

Solved – Do Beta weights from regression have error terms

I am looking at standardized regression weights (i.e., Beta weights). I was thinking of reporting the errors next to the weights in a figure, but upon some thought I was debating whether such errors even exist. I know un-standardized regression weights have standard error parameters, but do standardized regression weights have error terms? Best Answer … Read more

Solved – When is the standard error of the mean impossibly large for a given data range, when we know the sample size

While reading an article (published and peer-reviewed, referenced below) investigating proportions of different tissue types in the human brain I came upon a table presenting data on the different subgroups in the study. Data was presented as means +/- SE (which I assume to be standard error, although I could not see it specified in … Read more