Basic statistical tools in research and data analysis

被引:159
作者
Ali, Zulfiqar [1 ]
Bhaskar, S. Bala [2 ]
机构
[1] Sheri Kashmir Inst Med Sci, Div Neuroanaesthesiol, Dept Anaesthesiol, Srinagar, Jammu & Kashmir, India
[2] Vijayanagar Inst Med Sci, Dept Anaesthesiol & Crit Care, Bellary, Karnataka, India
关键词
Basic statistical tools; degree of dispersion; measures of central tendency; parametric tests and non-parametric tests; variables; variance;
D O I
10.4103/0019-5049.190623
中图分类号
R614 [麻醉学];
学科分类号
100217 ;
摘要
Statistical methods involved in carrying out a study include planning, designing, collecting data, analysing, drawing meaningful interpretation and reporting of the research findings. The statistical analysis gives meaning to the meaningless numbers, thereby breathing life into a lifeless data. The results and inferences are precise only if proper statistical tests are used. This article will try to acquaint the reader with the basic research tools that are utilised while conducting various studies. The article covers a brief outline of the variables, an understanding of quantitative and qualitative variables and the measures of central tendency. An idea of the sample size estimation, power analysis and the statistical errors is given. Finally, there is a summary of parametric and non-parametric tests used for data analysis.
引用
收藏
页码:662 / 669
页数:8
相关论文
共 15 条
[1]   Practice Statistics Notes Parametric v non-parametric methods for data analysis [J].
Altman, Douglas G. ;
Bland, J. Martin .
BMJ-BRITISH MEDICAL JOURNAL, 2009, 338
[2]  
Bajwa Sukhminder Jit Singh, 2015, J Anaesthesiol Clin Pharmacol, V31, P547, DOI 10.4103/0970-9185.169087
[3]   Statistics review 9: One-way analysis of variance [J].
Bewick, V ;
Cheek, L ;
Ball, J .
CRITICAL CARE, 2004, 8 (02) :130-136
[4]  
Binu V S, 2014, Ayu, V35, P119, DOI 10.4103/0974-8520.146202
[5]   Sample size calculation: Basic principles [J].
Das, Sabyasachi ;
Mitra, Koel ;
Mandal, Mohanchandra .
INDIAN JOURNAL OF ANAESTHESIA, 2016, 60 (09) :652-656
[6]  
Kaur S. P, 2013, IJRRMS, V3, P36
[7]   Measures of central tendency: Median and mode [J].
Manikandan, S. .
JOURNAL OF PHARMACOLOGY & PHARMACOTHERAPEUTICS, 2011, 2 (03) :214-215
[8]  
Mushtaq K, 2016, N J ISA, V1, P16
[9]  
Myles PS, 2000, STAT METHODS ANAESTH, P8
[10]  
Nahm FS, 2016, KOREAN J ANESTHESIOL, V69, P8