BI461生物统计与数学模型课程教学大纲

生物统计与数学模型课程教学大纲课程基本信息(Course Information)课程代码学时学分BI461(Credit48Course Code(Credits)Hours课程名称生物统计与数学模型(CourseBiostatistics and mathematical modelName)课程性质培养计划内课程(Course Type)授课语言(Language of中文Instruction)开课院系生命科学技术学院(School)先修课程高等数学、线性代数、概率论与数理统计、生物专业基础课(Prerequisite)授课教师课程网址张雪洪(Coursehttp://cc.sjtu.edu.cn/G2S/Template/View.aspx?(TeacherWebpage)action=view&courseType=0&courseld=7389本课程是生物技术、生物工程、生物科学各专业的专业基础课程，是数学与计算机教学体系中的专业应用课程。本课程的学习目的在于了解生命科学实验数据的基于统计学的处理方法，了解实验数据的误差，探索数据变化的规律，提高分析*课程简介数据、处理数据、实验设计的能力。通过综合生命科学方面的实例、实验数据和(Description)数学模型，了解计算机在生命科学的数据处理与分析、实验数据模型化中的应用。主要讲述生物统计学原理、MATLAB编程语言与程序特点、实验数据误差理论、基本数值计算方法、一元与多元回归分析、非线性回归与优化分析、数学模型的建立与应用、科学实验设计及其数学模型等。This course is the basic course of the specialty of Biotechnology,Bioengineeringand Bioscience.It is a professional application course in the teaching system ofmathematics and computer.The study purpose of this course is to understandthe data processing of experimental data in life science field based on statisticalmethods,to understand the error of the experimental data,to explore the change*课程简介relation of data,improve the ability of analyzing data,processing data and(Description）experimental design.Through combining the example of life science,data andmathematical model,the applications of computer are conducted in dataprocessing and data analysis in life science,and MATLAB language is applied todeal the model of experimental data.This course mainly introduces about basicprinciples of Biostatistics,matlab programming language and the features of theprograms,experimental data error theory,basic numerical calculation method,