[图书][B] Measurement error: models, methods, and applications

JP Buonaccorsi - 2010 - taylorfrancis.com
Over the last 20 years, comprehensive strategies for treating measurement error in complex
models and accounting for the use of extra data to estimate measurement error parameters …

[图书][B] Measurements and their uncertainties: a practical guide to modern error analysis

I Hughes, T Hase - 2010 - books.google.com
This hands-on guide is primarily intended to be used in undergraduate laboratories in the
physical sciences and engineering. It assumes no prior knowledge of statistics. It introduces …

Decomposition of the mean absolute error (MAE) into systematic and unsystematic components

SM Robeson, CJ Willmott - PloS one, 2023 - journals.plos.org
When evaluating the performance of quantitative models, dimensioned errors often are
characterized by sums-of-squares measures such as the mean squared error (MSE) or its …

[HTML][HTML] Variable selection in measurement error models

Y Ma, R Li - Bernoulli: official journal of the Bernoulli Society for …, 2010 - ncbi.nlm.nih.gov
Measurement error data or errors-in-variable data are often collected in many studies.
Natural criterion functions are often unavailable for general functional measurement error …

Toward a better understanding of model validation metrics

Y Liu, W Chen, P Arendt, HZ Huang - 2011 - asmedigitalcollection.asme.org
Model validation metrics have been developed to provide a quantitative measure that
characterizes the agreement between predictions and observations. In engineering design …

Simulation-extrapolation estimation in parametric measurement error models

JR Cook, LA Stefanski - Journal of the American Statistical …, 1994 - Taylor & Francis
We describe a simulation-based method of inference for parametric measurement error
models in which the measurement error variance is known or at least well estimated. The …

Evaluating the measurement uncertainty: fundamentals and practical guidance

I Lira - Measurement Science and Technology, 2002 - iopscience.iop.org
If you search the web formeasurement uncertainty', you will obtain a list of some 14500
items. This confirms, if necessary, the pervasiveness of this concept. Curiously, I am not …

[图书][B] Evaluating measurement accuracy

SG Rabinovich, M Rabinovich - 2010 - Springer
The Springer Series in Measurement Science and Technology comprehensively covers the
science and technology of measurement, addressing all aspects of the subject from the …

[图书][B] Data fitting and uncertainty: A practical introduction to weighted least squares and beyond

T Strutz - 2011 - Springer
The primary goal of this book is to provide a recipe explaining the functioning of data fitting
via least squares and the emphasis here is on practical matters, not on theoretical problems …

[图书][B] Measurement errors and uncertainties: theory and practice

SG Rabinovich - 2005 - books.google.com
The major objective of this book is to give methods for estimating errors and uncertainties of
real measurements: measurements that are performed in industry, commerce, and …