QGIS algorithm - Multiple linear regression analysis

QGIS Algorithm provided by SAGA Next Gen Multiple linear regression analysis (sagang:multiplelinearregressionanalysis). —————- Arguments —————- TABLE: Table Argument type: source Acceptable values: - Path to a vector layer RESULTS: Results Argument type: vectorDestination Acceptable values: - Path for new vector layer DEPENDENT: Dependent Variable Argument type: field Acceptable values: - The name of an existing field - ; delimited list of existing field names INFO_COEFF: Details: Coefficients Argument type: vectorDestination Acceptable values: - Path for new vector layer INFO_MODEL: Details: Model Argument type: vectorDestination Acceptable values: - Path for new vector layer INFO_STEPS: Details: Steps Argument type: vectorDestination Acceptable values: - Path for new vector layer METHOD: Method Default value: 3 Argument type: enum Available values: - 0: (0) include all - 1: (1) forward - 2: (2) backward - 3: (3) stepwise Acceptable values: - Number of selected option, e.g. '1' - Comma separated list of options, e.g. '1,3' P_VALUE: Significance Level Default value: 5 Argument type: number Acceptable values: - A numeric value - field:FIELD_NAME to use a data defined value taken from the FIELD_NAME field - expression:SOME EXPRESSION to use a data defined value calculated using a custom QGIS expression CROSSVAL: Cross Validation Default value: 0 Argument type: enum Available values: - 0: (0) none - 1: (1) leave one out - 2: (2) 2-fold - 3: (3) k-fold Acceptable values: - Number of selected option, e.g. '1' - Comma separated list of options, e.g. '1,3' CROSSVAL_K: Cross Validation Subsamples Default value: 10 Argument type: number Acceptable values: - A numeric value - field:FIELD_NAME to use a data defined value taken from the FIELD_NAME field - expression:SOME EXPRESSION to use a data defined value calculated using a custom QGIS expression

sagang_multiplelinearregressionanalysis(
  TABLE = qgisprocess:::qgis_default_value(),
  RESULTS = qgisprocess:::qgis_default_value(),
  DEPENDENT = qgisprocess:::qgis_default_value(),
  INFO_COEFF = qgisprocess:::qgis_default_value(),
  INFO_MODEL = qgisprocess:::qgis_default_value(),
  INFO_STEPS = qgisprocess:::qgis_default_value(),
  METHOD = qgisprocess:::qgis_default_value(),
  P_VALUE = qgisprocess:::qgis_default_value(),
  CROSSVAL = qgisprocess:::qgis_default_value(),
  CROSSVAL_K = qgisprocess:::qgis_default_value(),
  ...,
  .complete_output = .complete_output_option(),
  .quiet = .quiet_option(),
  .messages = .message_option()
)

Arguments

TABLE

source - Table. Path to a vector layer.

RESULTS

vectorDestination - Results. Path for new vector layer.

DEPENDENT

field - Dependent Variable. The name of an existing field. ; delimited list of existing field names.

INFO_COEFF

vectorDestination - Details: Coefficients. Path for new vector layer.

INFO_MODEL

vectorDestination - Details: Model. Path for new vector layer.

INFO_STEPS

vectorDestination - Details: Steps. Path for new vector layer.

METHOD

enum of ("(0) include all", "(1) forward", "(2) backward", "(3) stepwise") - Method. Number of selected option, e.g. '1'. Comma separated list of options, e.g. '1,3'.

P_VALUE

number - Significance Level. A numeric value. field:FIELD_NAME to use a data defined value taken from the FIELD_NAME field. expression:SOME EXPRESSION to use a data defined value calculated using a custom QGIS expression.

CROSSVAL

enum of ("(0) none", "(1) leave one out", "(2) 2-fold", "(3) k-fold") - Cross Validation. Number of selected option, e.g. '1'. Comma separated list of options, e.g. '1,3'.

CROSSVAL_K

number - Cross Validation Subsamples. A numeric value. field:FIELD_NAME to use a data defined value taken from the FIELD_NAME field. expression:SOME EXPRESSION to use a data defined value calculated using a custom QGIS expression.

...

further parameters passed to qgisprocess::qgis_run_algorithm()

.complete_output

logical specifying if complete out of qgisprocess::qgis_run_algorithm() should be used (TRUE) or first output (most likely the main) should read (FALSE). Default value is TRUE.

.quiet

logical specifying if parameter .quiet for qgisprocess::qgis_run_algorithm() Default value is TRUE.

.messages

logical specifying if messages from qgisprocess::qgis_run_algorithm() should be printed (TRUE) or not (FALSE). Default value is FALSE.

Details

Outputs description

• INFO_COEFF - outputVector - Details: Coefficients

• INFO_MODEL - outputVector - Details: Model

• INFO_STEPS - outputVector - Details: Steps

• RESULTS - outputVector - Results