- criterion : string
bw selection criterion: ‘AICc’, ‘AIC’, ‘BIC’, ‘CV’
- search_method : string
bw search method: ‘golden’, ‘interval’
- bw_min : float
min value used in bandwidth search
- bw_max : float
max value used in bandwidth search
- multi_bw_min : list
min values used for each covariate in mgwr bandwidth search.
Must be either a single value or have one value for
each covariate including the intercept
- multi_bw_max : list
max values used for each covariate in mgwr bandwidth
search. Must be either a single value or have one value
for each covariate including the intercept
- interval : float
interval increment used in interval search
- tol : float
tolerance used to determine convergence
- max_iter : integer
max iterations if no convergence to tol
- init_multi : float
None (default) to initialize MGWR with a bandwidth
derived from GWR. Otherwise this option will choose the
bandwidth to initialize MGWR with.
- tol_multi : convergence tolerence for the multiple bandwidth
backfitting algorithm; a larger tolerance may stop the
algorith faster though it may result in a less optimal
model
- max_iter_multi : max iterations if no convergence to tol for multiple
bandwidth backfittign algorithm
- rss_score : True to use the residual sum of sqaures to evaluate
each iteration of the multiple bandwidth backfitting
routine and False to use a smooth function; default is
False