Author: Yi Li; Meng Liang; Xianhong Yin; Xiaoyu Liu; Meng Hao; Zixin Hu; Yi Wang; Li Jin
Title: COVID-19 Epidemic Outside China: 34 Founders and Exponential Growth Document date: 2020_3_3
ID: 7reqkx3h_35
Snippet: A simple and straightforward linear model inherits with some advantages: (1) it works on small sample size due to limited observation or somewhat unperfect data. (2) it is relatively robust in complex situations. The virus spreading pattern is complex and yet varies across the world. A simple model simplified the situation and provides coarse-grained trend estimation. (3) A linear model has nice extrapolation ability comparing to complex models (.....
Document: A simple and straightforward linear model inherits with some advantages: (1) it works on small sample size due to limited observation or somewhat unperfect data. (2) it is relatively robust in complex situations. The virus spreading pattern is complex and yet varies across the world. A simple model simplified the situation and provides coarse-grained trend estimation. (3) A linear model has nice extrapolation ability comparing to complex models (e.g. Neural network).
Search related documents:
Co phrase search for related documents- complex model and neural network: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15
- complex model and neural network complex model: 1
- complex model and pattern spread: 1, 2
- complex model and pattern spread virus: 1
- complex model and sample size: 1
- complex model and simple model: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31
- complex situation and linear model: 1
- complex situation and neural network: 1
- limited observation and neural network: 1
- limited observation and simple model: 1
- linear model and neural network: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27
- linear model and pattern spread: 1, 2, 3
- linear model and sample size: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13
- linear model and simple model: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45
- linear model and trend estimation: 1, 2, 3
Co phrase search for related documents, hyperlinks ordered by date