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Bootstrapping3 years ago
Description | What is bootstrapping? | How does it work? | The soiltestcorr::boot_() functions | Examples | Data | 1. boot_cn_1965() | 2. boot_cn_1971() | 3. boot_mod_alcc() | 2. boot_linear_plateau() | 3. boot_quadratic_plateau() | 4. boot_mitscherlich() | set.seed() | References | Additional webpages on bootstrapping in R
Cate and Nelson (1965)3 years ago
Description | General Instructions | Tutorial | Load datasets | Fit cate_nelson_1965() | 1. Individual fits | 1.1. tidy = FALSE | 1.2. tidy = TRUE | 1.3. Alternative using the vectors | 1.4. Data 2. Test dataset | 1.5. Data 3. Freitas et al. 1966 | 2. Multiple fits at once | 2.1. Using map | Create nested data | Fit | 2.2. Using group_map | 3. Bootstrapping | 4. Plots | 4.1. Calibration Curve
Cate and Nelson (1971)3 years ago
Description | General Instructions | Tutorial | Load datasets | Fit cate_nelson_1971() | 1. Individual fits | 1.1. tidy = FALSE | 1.2. tidy = TRUE | 1.3. Alternative using the vectors | 1.4. Data 2. Test dataset | 1.5. Data 3. Freitas et al. 1966 | 2. Multiple fits at once | 2.1. Using map | Create nested data | Fit | 2.2. Using group_map | 3. Bootstrapping | 4. Plots | 4.1. Calibration Curve
Introduction3 years ago
1. Installation | 2. Available models in soiltestcorr: | 2.1. Modified Arcsine-Log Calibration Curve | 2.2. Cate & Nelson (1965) | 2.3. Cate & Nelson (1971) | 2.4. Linear-plateau | 2.5. Quadratic-plateau | 2.6. Mitscherlich | 3. Publication in SoftwareX Journal: | 4. Shinyapp:
Linear-plateau response3 years ago
Description | General Instructions | Tutorial | Load dataset | Fit linear_plateau() | 1. Individual fits | 1.1. tidy = TRUE (default) | 1.2. tidy = FALSE | 1.3. Alternative using the vectors | 2. Multiple fits at once | 2.1. Using map() | 2.2. Using group_modify() | 3. Bootstrapping | 4. Plots | 4.1. Correlation Curve | 4.2. Fine-tune the plots | 4.3. Residuals | References
Mitscherlich-type response3 years ago
Description | General Instructions | Tutorial | Load datasets | Fit mitscherlich() | 1. Individual fits | 1.1. Different number of parameters type = # | 1.2. tidy = FALSE | 1.3. Alternative using the data frame vectors | 2. Multiple fits at once | 2.1. Using map() | 2.2. Using group_modify() | 3. Bootstrapping | 4. Plots | 4.1. Calibration Curve | 4.2 Fine-tune the plots | 4.3. Residuals | References
Modified ALCC3 years ago
Description | General Instructions | Tutorial | Load datasets | Fit mod_alcc() | 1. Individual fits | 1.1. tidy = FALSE | 1.2. tidy = TRUE | 1.3. Alternative using the vectors | 2. Multiple fits at once | 2.1. Using map() | 2.2. Using group_modify() | 3. Bootstrapping | 4. Plots | 4.1. Calibration Curve | 4.2. Fine-tune the plots | 3.2. SMA regression | 3.3. SMA residuals | References
Quadratic-plateau response3 years ago
Description | General Instructions | Tutorial | Load dataset | Fit quadratic_plateau() | 1. Individual fits | 1.1. tidy = TRUE (default) | 1.2. tidy = FALSE | 1.3. Alternative using the vectors | 2. Multiple fits at once | 2.1. Using map() | 2.2. Using group_modify() | 3. Bootstrapping | 4. Plots | 4.1. Correlation Curve | 4.2. Fine-tune the plots | 4.3. Residuals | References
Shinyapp3 years ago
Description
SoftwareX publication3 years ago
Citation | Highlights | Abstract