npDoseResponse
Contents:
Installation Guide
Methodology I (Basic Framework and RA Estimator Without Positivity)
Methodology II (DR Inference With and Without Positivity)
Example 1: Single Confounder Model
Example 2: Nonlinear Effect Model
Example 3: RA, IPW, DR Estimations of Dose-Response Curve and its Derivative Under Positivity
Example 4: RA, IPW, DR Estimations of Dose-Response Curve Derivative Without Positivity
API References
npDoseResponse
Index
Index
B
|
C
|
D
|
E
|
G
|
H
|
I
|
K
|
L
|
M
|
N
|
R
|
S
|
T
B
bigaussian() (in module npDoseResponse.rbf)
biweight() (in module npDoseResponse.rbf)
BndKern() (in module npDoseResponse.utils)
C
CondDenEst() (in module npDoseResponse.utils)
CondDenEstKDE() (in module npDoseResponse.utils)
cosine() (in module npDoseResponse.rbf)
D
DerivEffect() (in module npDoseResponse.npDoseResponse)
DerivEffectBoot() (in module npDoseResponse.npDoseResponse)
DRCurve() (in module npDoseResponse.npDoseResponseDR)
DRDerivCurve() (in module npDoseResponse.npDoseResponseDerivDR)
DRDR() (in module npDoseResponse.npDoseResponseDR)
DRDRDeriv() (in module npDoseResponse.npDoseResponseDerivDR)
DRDRDerivBC() (in module npDoseResponse.npDoseResponseDerivDR)
DRDRDerivSKLearn() (in module npDoseResponse.npDoseResponseDerivDR)
E
epanechnikov() (in module npDoseResponse.rbf)
G
gaussian() (in module npDoseResponse.rbf)
H
HatMatrix() (in module npDoseResponse.utils)
I
IntegEst() (in module npDoseResponse.npDoseResponse)
IntegEstBoot() (in module npDoseResponse.npDoseResponse)
IPWDR() (in module npDoseResponse.npDoseResponseDR)
IPWDRDeriv() (in module npDoseResponse.npDoseResponseDerivDR)
IPWDRDerivBC() (in module npDoseResponse.npDoseResponseDerivDR)
K
KDE() (in module npDoseResponse.utils)
KDE1D() (in module npDoseResponse.utils)
KernelRetrieval() (in module npDoseResponse.rbf)
L
LocalPolyReg() (in module npDoseResponse.npDoseResponse)
LocalPolyReg1D() (in module npDoseResponse.npDoseResponse)
LocalPolyReg_Fs() (in module npDoseResponse.npDoseResponse)
LocalPolyRegMain() (in module npDoseResponse.npDoseResponse)
logistic() (in module npDoseResponse.rbf)
M
module
npDoseResponse.npDoseResponse
npDoseResponse.npDoseResponseDerivDR
npDoseResponse.npDoseResponseDR
npDoseResponse.rbf
npDoseResponse.utils
N
NeurNet (class in npDoseResponse.npDoseResponseDerivDR)
npDoseResponse.npDoseResponse
module
npDoseResponse.npDoseResponseDerivDR
module
npDoseResponse.npDoseResponseDR
module
npDoseResponse.rbf
module
npDoseResponse.utils
module
R
RADRDeriv() (in module npDoseResponse.npDoseResponseDerivDR)
RADRDerivBC() (in module npDoseResponse.npDoseResponseDerivDR)
RADRDerivSKLearn() (in module npDoseResponse.npDoseResponseDerivDR)
rectangular() (in module npDoseResponse.rbf)
RegAdjust() (in module npDoseResponse.npDoseResponse)
RegAdjustDR() (in module npDoseResponse.npDoseResponseDR)
RoTBWLocalPoly() (in module npDoseResponse.utils)
S
sigmoid() (in module npDoseResponse.rbf)
silverman() (in module npDoseResponse.rbf)
T
train() (in module npDoseResponse.npDoseResponseDerivDR)
triangular() (in module npDoseResponse.rbf)
tricube() (in module npDoseResponse.rbf)
triweight() (in module npDoseResponse.rbf)