Analysis of Independences of Normality on Sample Size with Regards to Reliability

被引:0
|
作者
Vaclavik, Marek [1 ]
Sikorova, Zuzana [1 ]
Cervenkova, Iva [1 ]
机构
[1] Univ Ostrava, Fac Educ, Dept Educ & Adult Educ, Fr Sramka 3, Ostrava 70900, Czech Republic
来源
COMPUTATIONAL STATISTICS AND MATHEMATICAL MODELING METHODS IN INTELLIGENT SYSTEMS, VOL. 2 | 2019年 / 1047卷
关键词
Quantitative research; Testing normality; Testing hypotheses; Reliability; Applied research;
D O I
10.1007/978-3-030-31362-3_29
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In the previous contribution, a guarantee of normality property was proved in case of applied pedagogical research. However, an analysis of this confirmed behaviour can be interestingly identified in case of a research with a large scale sample of data. Therefore, an extended analysis is provided in this paper. According to added of reliability indicators, this analysis is performed on dynamical changed population of the whole file of data with random principle of selection of sub-parts of this file for purposes of their analysis. With regards to this variable sample size, the guarantee of the normality and corresponding conclusions about testing considered hypotheses are discussed in this paper with aim to confirm assumed independences of the normality on the sample size.
引用
收藏
页码:304 / 311
页数:8
相关论文
共 50 条
  • [31] Cluster Analysis by Exploiting Conditional Independences
    Szantai, Tamas
    Kovacs, Edith
    2013 IEEE 8TH INTERNATIONAL SYMPOSIUM ON APPLIED COMPUTATIONAL INTELLIGENCE AND INFORMATICS (SACI 2013), 2013, : 299 - 302
  • [32] Sample size determination when the parameter of interest is the coefficient of variation under normality for the data
    Achcar, Jorge Alberto
    Barili, Emerson
    PAKISTAN JOURNAL OF STATISTICS AND OPERATION RESEARCH, 2024, 20 (02) : 157 - 170
  • [33] Sample size in bibliometric analysis
    Gordon Rogers
    Martin Szomszor
    Jonathan Adams
    Scientometrics, 2020, 125 : 777 - 794
  • [34] Sample size in factor analysis
    MacCallum, RC
    Widaman, KF
    Zhang, SB
    Hong, SH
    PSYCHOLOGICAL METHODS, 1999, 4 (01) : 84 - 99
  • [35] Sample size in bibliometric analysis
    Rogers, Gordon
    Szomszor, Martin
    Adams, Jonathan
    SCIENTOMETRICS, 2020, 125 (01) : 777 - 794
  • [36] Sampling analysis and sample size
    Holmes, MC
    JOURNAL OF THE FRANKLIN INSTITUTE, 1935, 219 : 483 - 486
  • [37] Method of fuse reliability evaluation based on small size of sample
    Zhou, Li-Dong
    Wen, Yu-Quan
    Wang, Wei
    Wang, Jun-Bo
    Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology, 2010, 30 (07): : 761 - 764
  • [38] Reliability of minimum sample size for irregularly shaped fine particles
    Han, J.S.
    Butler, P.B.
    Particulate Science and Technology, 1988, 6 (03) : 305 - 315
  • [39] Sample size requirements for the design of reliability studies: precision consideration
    Shieh, Gwowen
    BEHAVIOR RESEARCH METHODS, 2014, 46 (03) : 808 - 822