python函数计算TLS回归斜率的第5和第95置信区间。

Question

I know the statsmodels function for simple ordinary least squares (OLS) can calculate confidence intervals on the parameters. Is there a python function that can do the same but for Total Least Squares (TLS)?

Answer 1

a = [2,3,4,5,2,4,5,4,2,2,1,8,9]

mean_a = numpy.mean(a)
std_a = numpy.std(a)

conf_int = scipy.stats.norm.interval(0.95, loc=mean_a, scale=std_a)

print(conf_int)