Description Usage Arguments Details Value Functions out_tukeyline out_medianreg out_median See Also
Outlier substitution by different methods
1 2 3 4 5 | qc_out_tukeyline(y, k = 25L, parent_logger = "test")
qc_out_medianreg(y, k = 25L, parent_logger = "test")
qc_out_median(y, k = 25L, parent_logger = "test")
|
y |
vector of values for outlier substitution |
k |
window semi-value (integer) for substitution value calculation. See details. |
k
is the semi-value of the desired window for substitute value
calculation. The window is formed by the range y[i] - k : y[i] + k
.
a vector of the same lengh of y with the outlier values substituted by the calculated value
qc_out_tukeyline
:
qc_out_medianreg
:
qc_out_median
:
out_tukeyline
performs a robust fitting with the line
function
out_medianreg
performs a regression of medians with the quantreg package
out_median
performs a classic median outlier detection
Other Quality Checks Functions: create_dic
,
qc_coordinates
,
qc_data_results_table
,
qc_env_ranges
,
qc_env_vars_presence
,
qc_ext_radiation
,
qc_factor_values
,
qc_fix_timestamp
,
qc_get_biomes_spdf
,
qc_get_biome
, qc_get_sapw_md
,
qc_get_timestep
,
qc_get_timezone
,
qc_is_timestamp
, qc_md_cols
,
qc_md_results_table
,
qc_mind_the_gap_eff
,
qc_mind_the_gap
,
qc_out_hampel_filter
,
qc_out_of_range
,
qc_out_remove
,
qc_outliers_process
,
qc_pl_treatments
,
qc_rad_conversion
,
qc_range_dic
, qc_sapf_ranges
,
qc_sapw_area_calculator
,
qc_sapw_conversion
,
qc_set_timezone
,
qc_soil_texture
,
qc_species_names_info
,
qc_species_names
,
qc_species_verification
,
qc_start_process
,
qc_swc_check
, qc_swc_fix
,
qc_time_interval
,
qc_timestamp_concordance
,
qc_timestamp_errors
,
qc_timestamp_nas
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