We introduce and study two new inferential challenges associated with the sequential detection of change in a high-dimensional mean vector. First, we seek confidence interval for changepoint, second, estimate set indices coordinates which changes. propose an online algorithm that produces guaranteed nominal coverage, whose length is, high probability, same order as average delay, up to logarith...
