id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
02870v86716	Bingyue Su	Methods and Applications of Differential Privacy in Statistical Problems	2023		.txt	text/plain	332	12	29	Firstly, I investigate the utility of differentially private hypothesis testing, developing new methods and providing results for commonly used tests such as z-test, t-test, and chi-squared test in the settings of one-sample mean tests, two-sample tests, variance tests, goodness-of-fit tests, and independence tests and evaluate the utility of the tests in terms of statistical power while maitaining Type-I error rate. In the era of big data, ensuring data privacy during statistical analysis has become increasingly important, necessitating a rigorous definition of privacy.	cache/02870v86716.txt	txt/02870v86716.txt