Factor Pricing Model Risk Model documentation
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Index
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C
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D
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F
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M
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N
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__init__() (fpm_risk_model.cov_estimator.CovarianceEstimator method)
(fpm_risk_model.cov_estimator.RollingCovarianceEstimator method)
(fpm_risk_model.factor_risk_model.FactorRiskModel method)
(fpm_risk_model.risk_model.RiskModel method)
(fpm_risk_model.rolling_risk_model.RollingRiskModel method)
(fpm_risk_model.statistical.apca.APCA method)
(fpm_risk_model.statistical.pca.PCA method)
A
APCA (class in fpm_risk_model.statistical.apca)
APCAConfig (class in fpm_risk_model.statistical.apca)
asdict() (fpm_risk_model.risk_model.RiskModel method)
(fpm_risk_model.rolling_risk_model.RollingRiskModel method)
C
compute_bias_statistics() (in module fpm_risk_model.accuracy.bias)
compute_standardized_returns() (in module fpm_risk_model.accuracy.bias)
compute_value_at_risk_breach_statistics() (in module fpm_risk_model.accuracy.value_at_risk)
compute_value_at_risk_rolling_breach_statistics() (in module fpm_risk_model.accuracy.value_at_risk)
compute_value_at_risk_threshold() (in module fpm_risk_model.accuracy.value_at_risk)
config (fpm_risk_model.risk_model.RiskModel property)
(fpm_risk_model.rolling_risk_model.RollingRiskModel property)
ConfigClass (fpm_risk_model.risk_model.RiskModel attribute)
(fpm_risk_model.rolling_risk_model.RollingRiskModel attribute)
(fpm_risk_model.statistical.apca.APCA attribute)
(fpm_risk_model.statistical.pca.PCA attribute)
constant_shrinkage() (fpm_risk_model.cov_estimator.CovarianceEstimator static method)
copy() (fpm_risk_model.factor_risk_model.FactorRiskModel method)
corr() (fpm_risk_model.cov_estimator.CovarianceEstimator method)
(fpm_risk_model.risk_model.RiskModel method)
cov() (fpm_risk_model.cov_estimator.CovarianceEstimator method)
(fpm_risk_model.cov_estimator.RollingCovarianceEstimator method)
(fpm_risk_model.factor_risk_model.FactorRiskModel method)
(fpm_risk_model.risk_model.RiskModel method)
CovarianceEstimator (class in fpm_risk_model.cov_estimator)
D
demean (fpm_risk_model.statistical.apca.APCAConfig attribute)
(fpm_risk_model.statistical.pca.PCAConfig attribute)
F
factor_exposures (fpm_risk_model.factor_risk_model.FactorRiskModel property)
factor_returns (fpm_risk_model.factor_risk_model.FactorRiskModel property)
FactorRiskModel (class in fpm_risk_model.factor_risk_model)
fit() (fpm_risk_model.factor_risk_model.FactorRiskModel method)
(fpm_risk_model.rolling_risk_model.RollingRiskModel method)
(fpm_risk_model.statistical.apca.APCA method)
(fpm_risk_model.statistical.pca.PCA method)
fpm_risk_model.accuracy.bias
module
fpm_risk_model.accuracy.value_at_risk
module
fpm_risk_model.cov_estimator
module
fpm_risk_model.factor_risk_model
module
fpm_risk_model.risk_model
module
fpm_risk_model.rolling_risk_model
module
fpm_risk_model.statistical.apca
module
fpm_risk_model.statistical.pca
module
G
get() (fpm_risk_model.rolling_risk_model.RollingRiskModel method)
I
items() (fpm_risk_model.rolling_risk_model.RollingRiskModel method)
K
keys() (fpm_risk_model.rolling_risk_model.RollingRiskModel method)
M
module
fpm_risk_model.accuracy.bias
fpm_risk_model.accuracy.value_at_risk
fpm_risk_model.cov_estimator
fpm_risk_model.factor_risk_model
fpm_risk_model.risk_model
fpm_risk_model.rolling_risk_model
fpm_risk_model.statistical.apca
fpm_risk_model.statistical.pca
N
n_components (fpm_risk_model.statistical.apca.APCAConfig attribute)
(fpm_risk_model.statistical.pca.PCAConfig attribute)
P
PCA (class in fpm_risk_model.statistical.pca)
PCAConfig (class in fpm_risk_model.statistical.pca)
R
read_directory() (fpm_risk_model.factor_risk_model.FactorRiskModel class method)
residual_returns (fpm_risk_model.factor_risk_model.FactorRiskModel property)
RiskModel (class in fpm_risk_model.risk_model)
RiskModelConfig (class in fpm_risk_model.risk_model)
RollingCovarianceEstimator (class in fpm_risk_model.cov_estimator)
RollingRiskModel (class in fpm_risk_model.rolling_risk_model)
RollingRiskModelConfig (class in fpm_risk_model.rolling_risk_model)
S
show_all_instruments (fpm_risk_model.risk_model.RiskModelConfig attribute)
show_progress (fpm_risk_model.rolling_risk_model.RollingRiskModelConfig attribute)
specific_variances() (fpm_risk_model.factor_risk_model.FactorRiskModel method)
speedup (fpm_risk_model.statistical.pca.PCAConfig attribute)
T
transform() (fpm_risk_model.factor_risk_model.FactorRiskModel method)
V
values() (fpm_risk_model.rolling_risk_model.RollingRiskModel method)
vol() (fpm_risk_model.risk_model.RiskModel method)
W
window (fpm_risk_model.rolling_risk_model.RollingRiskModelConfig attribute)
write_directory() (fpm_risk_model.factor_risk_model.FactorRiskModel method)
Table of Contents
Installation & Usage
Installation
Usage
Q&A
Backend Engine
Risk Model
Universe
Risk Model
Factor Risk Model
Statistical Approach
Risk model covariance
Accuracy
Bias
Value at risk (VaR)
Examples
Example: Statistical factor risk model
Project Info
Changelog
Contributing
General Index
Python Module Index