Financial Statistics and Data Analytics

• অন্যান্য লেখক: Liu, Shuangzhe (সম্পাদক), Sathye, Milind (সম্পাদক)
• বিন্যাস: বৈদ্যুতিক গ্রন্থের অধ্যায়
• ভাষা: ইংরেজি
• প্রকাশিত: Basel, Switzerland MDPI - Multidisciplinary Digital Publishing Institute 2021
• বিষয়গুলি: Coins, banknotes, medals, seals (numismatics); Index parameter; estimation; wrapped stable; Hill estimator; characteristic function-based estimator; asymptotic; efficiency; GARCH model; HARCH model; PHARCH model; Griddy-Gibs; Euro-Dollar; safe-haven assets; gold price; Swiss Franc exchange rate; oil price; generalized Birnbaum-Saunders distributions; ACD models; Box-Cox transformation; high-frequency financial data; goodness-of-fit; banking competition; credit risk; NPLs; Theil index; convergence analysis; interest rates; yeld curve; no-arbitrage; bonds; B-splines; time series; multifractal processes; fractal scaling; heavy tails; long range dependence; financial models; Bitcoin; capital asset pricing model; estimation of systematic risk; tests of mean-variance efficiency; t-distribution; generalized method of moments; multifactor asset pricing model; Lerner index; stochastic frontiers; shrinkage estimator; seemingly unrelated regression model; multicollinearity; ridge regression; financial incentives; public service motivation; job performance; job satisfaction; intention to leave
• অনলাইন ব্যবহার করুন: DOAB: download the publication; DOAB: description of the publication

Modern financial management is largely about risk management, which is increasingly data-driven. The problem is how to extract information from the data overload. It is here that advanced statistical and machine learning techniques can help. Accordingly, finance, statistics, and data analytics go ha...