# Statistical and numerical algorithms

**Type:** Topics  
**Canonical URL:** https://scholariq.org/topics/statistical-and-numerical-algorithms/

## Facts

| Field | Value |
| --- | --- |
| Description | This cluster of papers focuses on the theory, algorithms, and applications of Total Least Squares (TLS) methods, including Singular Spectrum Analysis, weighted least squares, geodetic transformations, forecasting models, errors-in-variables models, structured low-rank approximation, parameter estimation, and time series analysis. |
| Domain | Physical Sciences |
| Field | Mathematics |
| OpenAlex ID | t13487 |
| Works | 10 |

## Topic papers all

- [Analysis of fMRI Time-Series Revisited](https://scholariq.org/papers/analysis-of-fmri-time-series-revisited/)
- [Gradient Projection Algorithms and Software for Arbitrary Rotation Criteria in Factor Analysis](https://scholariq.org/papers/gradient-projection-algorithms-and-software-for-arbitrary-rotation-criteria-in/)
- [Extending the Linear Model with R](https://scholariq.org/papers/extending-the-linear-model-with-r/)
- [Understanding and controlling rotations in factor analytic models](https://scholariq.org/papers/understanding-and-controlling-rotations-in-factor-analytic-models/)
- [Wavelets and functional magnetic resonance imaging of the human brain](https://scholariq.org/papers/wavelets-and-functional-magnetic-resonance-imaging-of-the-human-brain/)
- [Wavelets and Field Forecast Verification](https://scholariq.org/papers/wavelets-and-field-forecast-verification/)
- [Efficient two-dimensional smoothing with<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si37.gif" display="inline" overflow="scroll"><mml:mi>P</mml:mi></mml:math>-spline ANOVA mixed models and nested bases](https://scholariq.org/papers/efficient-two-dimensional-smoothing-with-mml-math-xmlns-mml-http-www-w3-org-1998/)
- [Fast smoothing parameter separation in multidimensional generalized P-splines: the SAP algorithm](https://scholariq.org/papers/fast-smoothing-parameter-separation-in-multidimensional-generalized-p-splines/)
- [The INES system](https://scholariq.org/papers/the-ines-system/)
- [Signal Detection Theory](https://scholariq.org/papers/signal-detection-theory/)

## Topic primary papers

- [Gradient Projection Algorithms and Software for Arbitrary Rotation Criteria in Factor Analysis](https://scholariq.org/papers/gradient-projection-algorithms-and-software-for-arbitrary-rotation-criteria-in/)
- [Extending the Linear Model with R](https://scholariq.org/papers/extending-the-linear-model-with-r/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.