This paper establishes consistency of the weighted bootstrap for quadratic forms where are mean zero, independent -valued random variables and is allowed to grow with the sample size , slower than . The proof relies on an adaptation of Lindeberg interpolation technique whereby we simplify the original problem to a Gaussian approximation problem. We apply our bootstrap results to model-specification testing problems when the number of moments is allowed to grow with the sample size.
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