The reference books for postgraduate entrance examination of applied statistics in Nanjing University are as follows:
1, Fundamentals of Probability Theory, edited by Li Xianping, Higher Education Press.
2. Applied Mathematical Statistics, edited by Sun Rongheng, Science Press.
3. Applied Multivariate Statistical Analysis, edited by Gao Huixuan, Peking University Publishing House.
4. Probability Theory and Mathematical Statistics, edited by Sheng Sudong, Higher Education Press?
5. Calculus in College Mathematics, edited by Yao Tianxing, Science Press.
432 Statistics learning content:
1, organization and implementation of investigation
2. Probabilistic sampling and non-probabilistic sampling
3. Data preprocessing
4. Display qualitative data with charts.
5. Display quantitative data with graphs.
6. Describe the levels of data by statistics: average, median, quantile and mode.
7. Describe the differences of data by statistics: range, standard deviation and sample variance.
8. Basic principle of parameter estimation
9. Interval estimation of parameters of one population and two populations
10, determination of sample size
1 1, the basic principle of hypothesis testing
12, parameter test of one population and two populations
13, the basic principle of variance analysis
14, the realization of one-factor and two-factor analysis of variance and the interpretation of the results
15, the relationship between variables: the difference between correlation and function.
16, estimation and test of one-dimensional linear regression
17, using residual to test the hypothesis of the model.
18, multiple linear regression model
19, goodness of fit and significance test of multiple linear regression
20, multiple * * * linear phenomenon
2 1, the component of time series
22, time series prediction method