کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
1579760 | 1001230 | 2010 | 4 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
On evaluating fit of the Lifshitz–Slyozov–Wagner (LSW) distribution to particle size data
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موضوعات مرتبط
مهندسی و علوم پایه
مهندسی مواد
دانش مواد (عمومی)
پیش نمایش صفحه اول مقاله
چکیده انگلیسی
Statistical procedures to determine whether particle size data can be characterized by the LSW distribution have been developed by using two methods to estimate the population average: sample mean and maximum likelihood. Two goodness-of-fit tests, namely the Kolmogorov–Smirnov and Anderson–Darling statistics, have been assessed by Monte Carlo simulations for seven sample sizes ranging from 10 to 1000. Results indicate that the fitting method has a profound effect on the critical values of the two tests for all sample sizes. It has also been determined that cut-off (censoring) of the data by finite resolution in microscopy has negligible effect on the evaluation of the fit. Procedures are demonstrated on one dataset from the literature.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Materials Science and Engineering: A - Volume 527, Issue 6, 15 March 2010, Pages 1636–1639
Journal: Materials Science and Engineering: A - Volume 527, Issue 6, 15 March 2010, Pages 1636–1639
نویسندگان
Murat Tiryakioğlu, Giray Ökten, David Hudak, Ralph T. Shuey, Jaakko P. Suni,