PASS  M2_N2000_rho0.3028_r0.0_c1.0       mu    cov_all  naive=0.937 analyze=0.937 diff=0.00e+00
PASS  M2_N2000_rho0.3028_r0.0_c1.0       mu    cov_cond naive=0.937468734367184 analyze=0.937468734367184 diff=0.00e+00
PASS  M2_N2000_rho0.3028_r0.0_c1.0       mu    bias     naive=-0.0032746547469772 analyze=-0.0032746547469772 diff=0.00e+00
PASS  M2_N2000_rho0.3028_r0.0_c1.0       mu    sd       naive=0.0345173651461978 analyze=0.0345173651461978 diff=0.00e+00
PASS  M2_N2000_rho0.3028_r0.0_c1.0       mu    q        naive=0.957325231414685 analyze=0.957325231414685 diff=2.22e-16
PASS  M2_N2000_rho0.3028_r0.0_c1.0       alpha cov_all  naive=0.933 analyze=0.933 diff=0.00e+00
PASS  M2_N2000_rho0.3028_r0.0_c1.0       alpha cov_cond naive=0.933466733366683 analyze=0.933466733366683 diff=0.00e+00
PASS  M2_N2000_rho0.3028_r0.0_c1.0       alpha bias     naive=0.0185465124424232 analyze=0.0185465124424232 diff=0.00e+00
PASS  M2_N2000_rho0.3028_r0.0_c1.0       alpha sd       naive=0.196476009952908 analyze=0.196476009952908 diff=0.00e+00
PASS  M2_N2000_rho0.3028_r0.0_c1.0       alpha q        naive=0.337174596188767 analyze=0.337174596188767 diff=0.00e+00
PASS  M2_N2000_rho0.3028_r0.0_c1.0       beta  cov_all  naive=0.908 analyze=0.908 diff=0.00e+00
PASS  M2_N2000_rho0.3028_r0.0_c1.0       beta  cov_cond naive=0.908454227113557 analyze=0.908454227113557 diff=0.00e+00
PASS  M2_N2000_rho0.3028_r0.0_c1.0       beta  bias     naive=9.31320152540993 analyze=9.31320152540993 diff=0.00e+00
PASS  M2_N2000_rho0.3028_r0.0_c1.0       beta  sd       naive=517.697573530021 analyze=517.697573530021 diff=0.00e+00
PASS  M2_N2000_rho0.3028_r0.0_c1.0       beta  q        naive=0.00651143920584751 analyze=0.00651143920584751 diff=0.00e+00
PASS  M2_N2000_rho0.3028_r0.0_c1.0       all   cov_all  naive=0.9238 analyze=0.9238 diff=1.11e-16
PASS  M2_N2000_rho0.3028_r0.0_c1.0       all   cov_cond naive=0.924262131065533 analyze=0.924262131065533 diff=1.11e-16
PASS  M2_N2000_rho0.3028_r0.0_c1.0       all   bias     naive=3.73204428419155 analyze=3.73204428419154 diff=2.38e-16
PASS  M2_N2000_rho0.3028_r0.0_c1.0       all   sd       naive=327.420718243314 analyze=327.420718243314 diff=0.00e+00
PASS  M2_N2000_rho0.3028_r0.0_c1.0       all   q        naive=0.00421931170048173 analyze=0.00421931170048172 diff=8.67e-19
PASS  M2_N200_rho0.95_r0.1_c1.0          mu    cov_all  naive=0.01825 analyze=0.01825 diff=0.00e+00
PASS  M2_N200_rho0.95_r0.1_c1.0          mu    cov_cond naive=0.0244252873563218 analyze=0.0244252873563218 diff=0.00e+00
PASS  M2_N200_rho0.95_r0.1_c1.0          mu    bias     naive=6.04720879956214 analyze=6.04720879956214 diff=0.00e+00
PASS  M2_N200_rho0.95_r0.1_c1.0          mu    sd       naive=6.1886022130736 analyze=6.1886022130736 diff=0.00e+00
PASS  M2_N200_rho0.95_r0.1_c1.0          mu    q        naive=0.167660754221244 analyze=0.167660754221244 diff=0.00e+00
PASS  M2_N200_rho0.95_r0.1_c1.0          alpha cov_all  naive=0.022375 analyze=0.022375 diff=0.00e+00
PASS  M2_N200_rho0.95_r0.1_c1.0          alpha cov_cond naive=0.0305316091954023 analyze=0.0305316091954023 diff=0.00e+00
PASS  M2_N200_rho0.95_r0.1_c1.0          alpha bias     naive=-0.419238868075052 analyze=-0.419238868075052 diff=5.55e-17
PASS  M2_N200_rho0.95_r0.1_c1.0          alpha sd       naive=0.269736156678906 analyze=0.269736156678907 diff=5.55e-17
PASS  M2_N200_rho0.95_r0.1_c1.0          alpha q        naive=1.93343127197832 analyze=1.93343127197832 diff=1.15e-16
PASS  M2_N200_rho0.95_r0.1_c1.0          beta  cov_all  naive=0.022625 analyze=0.022625 diff=0.00e+00
PASS  M2_N200_rho0.95_r0.1_c1.0          beta  cov_cond naive=0.0308908045977011 analyze=0.0308908045977011 diff=0.00e+00
PASS  M2_N200_rho0.95_r0.1_c1.0          beta  bias     naive=18.6361526384125 analyze=18.6361526384125 diff=0.00e+00
PASS  M2_N200_rho0.95_r0.1_c1.0          beta  sd       naive=37.6225162747353 analyze=37.6225162747353 diff=1.89e-16
PASS  M2_N200_rho0.95_r0.1_c1.0          beta  q        naive=0.0544288329058839 analyze=0.0544288329058839 diff=1.39e-17
PASS  M2_N200_rho0.95_r0.1_c1.0          all   cov_all  naive=0.02165 analyze=0.02165 diff=0.00e+00
PASS  M2_N200_rho0.95_r0.1_c1.0          all   cov_cond naive=0.0294540229885057 analyze=0.0294540229885057 diff=0.00e+00
PASS  M2_N200_rho0.95_r0.1_c1.0          all   bias     naive=8.49620726804741 analyze=8.49620726804741 diff=0.00e+00
PASS  M2_N200_rho0.95_r0.1_c1.0          all   sd       naive=23.9555913065219 analyze=23.9555913065219 diff=0.00e+00
PASS  M2_N200_rho0.95_r0.1_c1.0          all   q        naive=0.0515630574944994 analyze=0.0515630574944994 diff=1.39e-17
PASS  M4_N20000_rho0.85_r0.0_c1.0_sat    mu    cov_all  naive=0.947125 analyze=0.947125 diff=0.00e+00
PASS  M4_N20000_rho0.85_r0.0_c1.0_sat    mu    cov_cond naive=0.947197197197197 analyze=0.947197197197197 diff=0.00e+00
PASS  M4_N20000_rho0.85_r0.0_c1.0_sat    mu    bias     naive=0.00109480379759965 analyze=0.00109480379759965 diff=2.17e-19
PASS  M4_N20000_rho0.85_r0.0_c1.0_sat    mu    sd       naive=0.0532862735122167 analyze=0.0532862735122167 diff=0.00e+00
PASS  M4_N20000_rho0.85_r0.0_c1.0_sat    mu    q        naive=0.98904740513933 analyze=0.98904740513933 diff=1.11e-16
PASS  M4_N20000_rho0.85_r0.0_c1.0_sat    alpha cov_all  naive=0.94640625 analyze=0.94640625 diff=0.00e+00
PASS  M4_N20000_rho0.85_r0.0_c1.0_sat    alpha cov_cond naive=0.946352602602603 analyze=0.946352602602603 diff=0.00e+00
PASS  M4_N20000_rho0.85_r0.0_c1.0_sat    alpha bias     naive=0.00806245197719653 analyze=0.00806245197719653 diff=0.00e+00
PASS  M4_N20000_rho0.85_r0.0_c1.0_sat    alpha sd       naive=0.0601559049342171 analyze=0.0601559049342171 diff=0.00e+00
PASS  M4_N20000_rho0.85_r0.0_c1.0_sat    alpha q        naive=0.955685731481494 analyze=0.955685731481494 diff=0.00e+00
PASS  M4_N20000_rho0.85_r0.0_c1.0_sat    beta  cov_all  naive=0.9394375 analyze=0.9394375 diff=0.00e+00
PASS  M4_N20000_rho0.85_r0.0_c1.0_sat    beta  cov_cond naive=0.939376876876877 analyze=0.939376876876877 diff=0.00e+00
PASS  M4_N20000_rho0.85_r0.0_c1.0_sat    beta  bias     naive=0.119795292568472 analyze=0.119795292568472 diff=0.00e+00
PASS  M4_N20000_rho0.85_r0.0_c1.0_sat    beta  sd       naive=4.41367618888624 analyze=4.41367618888624 diff=2.01e-16
PASS  M4_N20000_rho0.85_r0.0_c1.0_sat    beta  q        naive=0.0933863955534765 analyze=0.0933863955534765 diff=0.00e+00
PASS  M4_N20000_rho0.85_r0.0_c1.0_sat    all   cov_all  naive=0.943388888888889 analyze=0.943388888888889 diff=1.11e-16
PASS  M4_N20000_rho0.85_r0.0_c1.0_sat    all   cov_cond naive=0.943346123901679 analyze=0.943346123901679 diff=0.00e+00
PASS  M4_N20000_rho0.85_r0.0_c1.0_sat    all   bias     naive=0.0569473091089193 analyze=0.0569473091089193 diff=0.00e+00
PASS  M4_N20000_rho0.85_r0.0_c1.0_sat    all   sd       naive=2.94277768178872 analyze=2.94277768178872 diff=0.00e+00
PASS  M4_N20000_rho0.85_r0.0_c1.0_sat    all   q        naive=0.0729232590245964 analyze=0.0729232590245964 diff=1.39e-17
worst relative difference 2.380e-16 (tolerance 1e-12)
ALL AGREE
