Japanese

Academic Year	2024Year	School/Graduate School	School of Applied Biological Science
Lecture Code	L0021003	Subject Classification	Specialized Education
Subject Name	生物統計学
Subject Name （Katakana）	セイブツトウケイガク
Subject Name in English	Statistics in Biology
Instructor	NISHIBORI MASAHIDE,SAKAI YOICHI,KAWAI KIYOSHI,HIRAYAMA MAKOTO,KAWAKAMI SINITI,TOMIYAMA TAKESHI
Instructor (Katakana)	ニシボリ　マサヒデ,サカイ　ヨウイチ,カワイ　キヨシ,ヒラヤマ　マコト,カワカミ　シンイチ,トミヤマ　タケシ
Campus	Higashi-Hiroshima	Semester/Term	2nd-Year,  First Semester,  1Term
Days, Periods, and Classrooms	(1T) Tues3-4,Thur3-4
Lesson Style	Lecture	Lesson Style (More Details)
			Lecture on-demand online, and computer practice
Credits	2.0	Class Hours/Week		Language of Instruction	B : Japanese／English
Course Level	2 : Undergraduate Low-Intermediate
Course Area（Area）	26 : Biological and Life Sciences
Course Area（Discipline）	01 : Agricultural Sciences
Eligible Students
Keywords	statisitics, universe, sample,standard deviation, probability didtribution, normal distribution, interval estimation, chi-aquared test, t-test, analysis of variance, regression analysis, correlation, correlation coefficient
Special Subject for Teacher Education		Special Subject
Class Status within Educational Program (Applicable only to targeted subjects for undergraduate students)
Criterion referenced Evaluation (Applicable only to targeted subjects for undergraduate students)	Integrative Hydrospheric Science Program （Knowledge and Understanding） ・Basic knowledge and understanding required for studying the expertise Applied Animal and Plant Science Program （Knowledge and Understanding） ・Basic knowledge and understanding required for acquiring expertise （Abilities and Skills） ・Basic ability in communication, information processing, and physical activities required for acquiring expertise ・Basic experimentation abilities and skills required for acquiring expertise Food Science Program （Knowledge and Understanding） ・Basic knowledge and understanding required for acquiring expertise Molecular Agro-Life Science Program （Knowledge and Understanding） ・Basic knowledge and understanding required for acquiring expertise Applied Biological Science Program （Knowledge and Understanding） ・Basic knowledge and understanding required for acquiring expertise
Class Objectives /Class Outline	Statistics in Biology(biostatistics) is an useful tool to evaluate and to interpret results of biological investigation. The purpose of this class is to provide students a basis of statistical analysis to apply for biological measurements.
Class Schedule	1. Introduction 2. Standard deviation 3,4. Normal distribution-1,2 5. Interval estimation 6. Squared test 7. Paired t test 8. Independent-sample t test 9,10. Variance-1,2 11. Regressiopn 12,13. Correlation coefficient-1.2 14. Transformation in regression 15. Random sampling etc. Report examination
Text/Reference Books,etc.	Online text
PC or AV used in Class,etc.
	(More Details)	PC or Note-PC
Learning techniques to be incorporated
Suggestions on Preparation and Review	1. Preparation and review of universe,and sample etc. 2. Preparation and review of standard deviation 3,4. Preparation and review of normal distribution-1,2 5. Preparation and review of interval estimation 6. Preparation and review of squared test 7. Preparation and review of paired t test 8. Preparation and review of independent-sample t test 9,10. Preparation and review of variance-1,2 11. Preparation and review of regressiopn 12,13. Preparation and review of correlation coefficient-1,2 14. Preparation and review of transformation in regression 15. Preparation and review of random sampling etc.
Requirements
Grading Method	Assessment is done by the attendance,  and reports.
Practical Experience
Summary of Practical Experience and Class Contents based on it
Message	This class is provided in English upon request.
Other
Please fill in the class improvement questionnaire which is carried out on all classes. Instructors will reflect on your feedback and utilize the information for improving their teaching.