Statistical approaches in surface finishing.: Part 1. Introductory review and parametric hypothesis testing

James Smith; C. Larson

doi:10.1080/00202967.2016.1232851

Statistical approaches in surface finishing. Part 1. Introductory review and parametric hypothesis testing

James Smith, C. Larson

Institute of Life Sciences and Healthcare

Research output: Contribution to journal › Article › peer-review

280 Downloads (Pure)

Abstract

This paper is the first of a short series of articles aimed towards describing some of the various statistical methods and approaches that have been used in surface finishing. The methods fall broadly into two areas: analysis and design-of-experiments. This article introduces the subject, briefly reviewing the wide use of a number of experimental design tools in recent surface finishing research before starting with a discussion of parametric hypothesis testing, the simplest of the statistical methods.

Original language	English
Pages (from-to)	288-293
Journal	Transactions of the Institute of Metal Finishing
Volume	94
Issue number	6
Early online date	9 Nov 2016
DOIs	https://doi.org/10.1080/00202967.2016.1232851
Publication status	Published - Dec 2016

Keywords

Statistics
Frequency distribution
Parametric
Normality
Heterogeneity
Variance
Student’s t-test
ANOVA

Access to Document

10.1080/00202967.2016.1232851

TIMF_Stats_Pure
This is an Accepted Manuscript of an article published by Taylor & Francis in Transactions of the Institute of Metal Finishing on 09/11/2016, available online: http://dx.doi.org/10.1080/00202967.2016.1232851
Accepted author manuscript (Post-print), 1.36 MB

Statistical approaches in surface finishing. Part 2. Non-parametric methods for data analysis
Smith, J. & Larson, C., Jan 2019, In: Transactions of the Institute of Metal Finishing. 97, 1, p. 5-10 5 p.
Research output: Contribution to journal › Article › peer-review

Open Access
File
354 Downloads (Pure)

Cite this

@article{9005c2c579ab4dd5b6fdc28d2a19ed97,

title = "Statistical approaches in surface finishing.: Part 1. Introductory review and parametric hypothesis testing",

abstract = "This paper is the first of a short series of articles aimed towards describing some of the various statistical methods and approaches that have been used in surface finishing. The methods fall broadly into two areas: analysis and design-of-experiments. This article introduces the subject, briefly reviewing the wide use of a number of experimental design tools in recent surface finishing research before starting with a discussion of parametric hypothesis testing, the simplest of the statistical methods.",

keywords = "Statistics, Frequency distribution, Parametric, Normality, Heterogeneity, Variance, Student{\textquoteright}s t-test, ANOVA",

author = "James Smith and C. Larson",

year = "2016",

month = dec,

doi = "10.1080/00202967.2016.1232851",

language = "English",

volume = "94",

pages = "288--293",

journal = "Transactions of the Institute of Metal Finishing",

issn = "0020-2967",

publisher = "Maney Publishing",

number = "6",

}

TY - JOUR

T1 - Statistical approaches in surface finishing.

T2 - Part 1. Introductory review and parametric hypothesis testing

AU - Smith, James

AU - Larson, C.

PY - 2016/12

Y1 - 2016/12

N2 - This paper is the first of a short series of articles aimed towards describing some of the various statistical methods and approaches that have been used in surface finishing. The methods fall broadly into two areas: analysis and design-of-experiments. This article introduces the subject, briefly reviewing the wide use of a number of experimental design tools in recent surface finishing research before starting with a discussion of parametric hypothesis testing, the simplest of the statistical methods.

AB - This paper is the first of a short series of articles aimed towards describing some of the various statistical methods and approaches that have been used in surface finishing. The methods fall broadly into two areas: analysis and design-of-experiments. This article introduces the subject, briefly reviewing the wide use of a number of experimental design tools in recent surface finishing research before starting with a discussion of parametric hypothesis testing, the simplest of the statistical methods.

KW - Statistics

KW - Frequency distribution

KW - Parametric

KW - Normality

KW - Heterogeneity

KW - Variance

KW - Student’s t-test

KW - ANOVA

U2 - 10.1080/00202967.2016.1232851

DO - 10.1080/00202967.2016.1232851

M3 - Article

SN - 0020-2967

VL - 94

SP - 288

EP - 293

JO - Transactions of the Institute of Metal Finishing

JF - Transactions of the Institute of Metal Finishing

IS - 6

ER -

Statistical approaches in surface finishing. Part 1. Introductory review and parametric hypothesis testing

Abstract

Keywords

Access to Document

Fingerprint

Research output

Statistical approaches in surface finishing. Part 2. Non-parametric methods for data analysis

Cite this