R²
Created Jun 24, 2019 (14:32)
by Vidhyadharan-ext, Vaishna
Definition
Minitab: Coefficient of determination; indicates how much variation in the response is explained by the model. The higher the R2 , the better the model fits your data.
Reference material
Created Jun 14, 2019 (08:02)
by Vidhyadharan-ext, Vaishna
Definition
Guide EURACHEM: Material or substance one or more of whose property values are sufficiently homogeneous and well established to be used for the calibration of an apparatus, the assessment of a measurement methode, or for assigning values to materials.
Regression
Created Jun 14, 2019 (08:03)
by Vidhyadharan-ext, Vaishna
Definition
This term is used to describe a group of method that summarize the degree of association between one variable (or set of variables) and another variables (or set of variables). The most common statistical method used to do this is the least squares regression, which works by finding the "best curve" through the data that mimizes the sums of square residuals.
Regression analysis
Created Jun 18, 2019 (10:14)
by Nupur PODDAR
Definition
MSA: A statistical study of the relationship between two or more variables. A calculation to define the mathematical relationship between two or more variables.
Relative standard deviation
Created Jun 18, 2019 (10:15)
by Nupur PODDAR , last modified Aug 18, 2023 (07:17)
by GUENNOUNI, Nathalie
Definition
Le coefficient de variation CV est un nombre sans dimension, exprimé en %, donnant le pourcentage que représente l'écart-type sur la moyenne. Le CV a pour interêt de permettre la comparaison entre les fluctuations relatives de variables de natures différentes.
Repeatability
Created Aug 18, 2023 (14:20)
by Nupur PODDAR , last modified Aug 18, 2023 (14:20)
by GUENNOUNI, Nathalie
Definition
ICH: Repeatability expresses the precision under the same operating conditions over a short interval of time. It is also termed intra-assay precision.
MSA: Variation in measurements obtained with one measuring instrument when used several times by an appraiser while measuring a characteristic on the same part. The variation in successive (Short term) trials under fixed and defined conditions of measurement.
Reproducibility limit
Created Aug 18, 2023 (13:58)
by Nupur PODDAR , last modified Aug 18, 2023 (13:58)
by GUENNOUNI, Nathalie
Definition
ISO 5725: Ecart-type maximal (au niveau de confiance de 95%) entre deux résultats obtenus sur un échantillon commun par deux opérateurs ou deux laboratoires (au moins) selon des conditions de reproductibilté.
Residual value
Created Jun 18, 2019 (10:29)
by Nupur PODDAR , last modified Aug 18, 2023 (14:02)
by GUENNOUNI, Nathalie
Definition
A residual value is calculated by taking the difference between the predicted value and the actual value. It can also be used to highlight points of influence (see bias, leverage and outliers).
Residuals
Created Jun 18, 2019 (10:29)
by Nupur PODDAR , last modified Aug 18, 2023 (13:49)
by GUENNOUNI, Nathalie
Definition
Minitab: The difference between the observed values and predicted or fitted values (data minus fits). This part of the observation is not explained by the fitted model.
Robustness
Created Jun 18, 2019 (10:31)
by Nupur PODDAR , last modified Aug 18, 2023 (14:20)
by GUENNOUNI, Nathalie
Definition
ICH: It is a measure of its capacity to remain unaffected by small, but deliberate variations in method parameters and provides an indication of its reliability during normal usage.
Range
Created Aug 18, 2023 (14:09)
, last modified Aug 18, 2023 (14:20)
by GUENNOUNI, Nathalie
Definition
ICH: It is the interval between the upper and lower concentration of analyte in the sample (including these concentrations), for which it has been demonstrated that the analytical procedure has a suitable level of precision, accuracy and linearity.
6 sigma: The difference between the largest and smallest observations in a data set.
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