pedlr-derivatives/parameter_recovery/modelrecov_base-2U0MIKQ_model-seplr_randips-TRUE_randbetas-FALSE_randsvs-TRUE_principle-TRUE.tsv

"participant_id"	"model"	"AIC"	"p_V1"	"p_V2"	"variable"	"x"	"value"	"AICc"	"generating_model"	"generating_x1"	"generating_x2"	"generating_x3"	"generating_x4"	"generating_b0"	"generating_b1"	"generating_b2"	"generating_b3"	"generating_b4"	"model_recovery_svs"	"iter"	"algorithm"	"xtol_rel"	"maxeval"	"tau"
"2U0MIKQ"	"rw"	18.4241480475668	0.000737388571696053	0.000862690175769002	"coefs"	"z_(Intercept)"	"-0.803614688588349"	18.7493512995993	"seplr"	0.61	0.51	n/a	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"2U0MIKQ"	"rw"	18.4241480475668	0.000737388571696053	0.000862690175769002	"coefs"	"z_V1"	"-17.587784481281"	18.7493512995993	"seplr"	0.61	0.51	n/a	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"2U0MIKQ"	"rw"	18.4241480475668	0.000737388571696053	0.000862690175769002	"coefs"	"z_V2"	"16.9856357333846"	18.7493512995993	"seplr"	0.61	0.51	n/a	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"2U0MIKQ"	"rw"	18.4241480475668	0.000737388571696053	0.000862690175769002	"coefs"	"(Intercept)"	"0.741707414258462"	18.7493512995993	"seplr"	0.61	0.51	n/a	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"2U0MIKQ"	"rw"	18.4241480475668	0.000737388571696053	0.000862690175769002	"coefs"	"V1"	"-0.961520926294856"	18.7493512995993	"seplr"	0.61	0.51	n/a	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"2U0MIKQ"	"rw"	18.4241480475668	0.000737388571696053	0.000862690175769002	"coefs"	"V2"	"0.937324060112536"	18.7493512995993	"seplr"	0.61	0.51	n/a	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"2U0MIKQ"	"rw"	18.4241480475668	0.000737388571696053	0.000862690175769002	"coefs"	"alpha"	"0.506191988210917"	18.7493512995993	"seplr"	0.61	0.51	n/a	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"2U0MIKQ"	"rw"	18.4241480475668	0.000737388571696053	0.000862690175769002	"x0"	"alpha"	"0.55586045964621"	18.7493512995993	"seplr"	0.61	0.51	n/a	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"2U0MIKQ"	"uncertainty"	22.4738744060641	0.0041737663427493	0.0049550233307249	"coefs"	"z_(Intercept)"	"-1.61041331282136"	23.4072077393975	"seplr"	0.61	0.51	n/a	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"2U0MIKQ"	"uncertainty"	22.4738744060641	0.0041737663427493	0.0049550233307249	"coefs"	"z_V1"	"-25.1117616166489"	23.4072077393975	"seplr"	0.61	0.51	n/a	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"2U0MIKQ"	"uncertainty"	22.4738744060641	0.0041737663427493	0.0049550233307249	"coefs"	"z_V2"	"23.8061141456114"	23.4072077393975	"seplr"	0.61	0.51	n/a	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"2U0MIKQ"	"uncertainty"	22.4738744060641	0.0041737663427493	0.0049550233307249	"coefs"	"z_V1u"	"-1.6121193771945"	23.4072077393975	"seplr"	0.61	0.51	n/a	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"2U0MIKQ"	"uncertainty"	22.4738744060641	0.0041737663427493	0.0049550233307249	"coefs"	"z_V2u"	"0.508944178467526"	23.4072077393975	"seplr"	0.61	0.51	n/a	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"2U0MIKQ"	"uncertainty"	22.4738744060641	0.0041737663427493	0.0049550233307249	"coefs"	"(Intercept)"	"3.70397696223627"	23.4072077393975	"seplr"	0.61	0.51	n/a	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"2U0MIKQ"	"uncertainty"	22.4738744060641	0.0041737663427493	0.0049550233307249	"coefs"	"V1"	"-1.357429803747"	23.4072077393975	"seplr"	0.61	0.51	n/a	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"2U0MIKQ"	"uncertainty"	22.4738744060641	0.0041737663427493	0.0049550233307249	"coefs"	"V2"	"1.29803581523878"	23.4072077393975	"seplr"	0.61	0.51	n/a	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"2U0MIKQ"	"uncertainty"	22.4738744060641	0.0041737663427493	0.0049550233307249	"coefs"	"V1u"	"-0.348748518590863"	23.4072077393975	"seplr"	0.61	0.51	n/a	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"2U0MIKQ"	"uncertainty"	22.4738744060641	0.0041737663427493	0.0049550233307249	"coefs"	"V2u"	"0.0999865332303723"	23.4072077393975	"seplr"	0.61	0.51	n/a	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"2U0MIKQ"	"uncertainty"	22.4738744060641	0.0041737663427493	0.0049550233307249	"coefs"	"alpha"	"0.559085537355253"	23.4072077393975	"seplr"	0.61	0.51	n/a	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"2U0MIKQ"	"uncertainty"	22.4738744060641	0.0041737663427493	0.0049550233307249	"coefs"	"pi"	"0.234241479456188"	23.4072077393975	"seplr"	0.61	0.51	n/a	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"2U0MIKQ"	"uncertainty"	22.4738744060641	0.0041737663427493	0.0049550233307249	"x0"	"alpha"	"0.55586045964621"	23.4072077393975	"seplr"	0.61	0.51	n/a	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"2U0MIKQ"	"uncertainty"	22.4738744060641	0.0041737663427493	0.0049550233307249	"x0"	"pi"	"0.197954595382325"	23.4072077393975	"seplr"	0.61	0.51	n/a	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"2U0MIKQ"	"seplr"	20.0251547667546	0.00240955222048179	0.00289366658463677	"coefs"	"z_(Intercept)"	"-0.798603265163002"	20.5169580454431	"seplr"	0.61	0.51	n/a	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"2U0MIKQ"	"seplr"	20.0251547667546	0.00240955222048179	0.00289366658463677	"coefs"	"z_V1"	"-20.0898457406633"	20.5169580454431	"seplr"	0.61	0.51	n/a	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"2U0MIKQ"	"seplr"	20.0251547667546	0.00240955222048179	0.00289366658463677	"coefs"	"z_V2"	"19.7473836737319"	20.5169580454431	"seplr"	0.61	0.51	n/a	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"2U0MIKQ"	"seplr"	20.0251547667546	0.00240955222048179	0.00289366658463677	"coefs"	"(Intercept)"	"-0.201146123682213"	20.5169580454431	"seplr"	0.61	0.51	n/a	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"2U0MIKQ"	"seplr"	20.0251547667546	0.00240955222048179	0.00289366658463677	"coefs"	"V1"	"-1.09210654127872"	20.5169580454431	"seplr"	0.61	0.51	n/a	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"2U0MIKQ"	"seplr"	20.0251547667546	0.00240955222048179	0.00289366658463677	"coefs"	"V2"	"1.08621135752962"	20.5169580454431	"seplr"	0.61	0.51	n/a	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"2U0MIKQ"	"seplr"	20.0251547667546	0.00240955222048179	0.00289366658463677	"coefs"	"alpha_pos"	"0.58859009040472"	20.5169580454431	"seplr"	0.61	0.51	n/a	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"2U0MIKQ"	"seplr"	20.0251547667546	0.00240955222048179	0.00289366658463677	"coefs"	"alpha_neg"	"0.511200807335205"	20.5169580454431	"seplr"	0.61	0.51	n/a	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"2U0MIKQ"	"seplr"	20.0251547667546	0.00240955222048179	0.00289366658463677	"x0"	"alpha_pos"	"0.55586045964621"	20.5169580454431	"seplr"	0.61	0.51	n/a	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"2U0MIKQ"	"seplr"	20.0251547667546	0.00240955222048179	0.00289366658463677	"x0"	"alpha_neg"	"0.546236543119885"	20.5169580454431	"seplr"	0.61	0.51	n/a	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"2U0MIKQ"	"uncertainty_seplr"	22.3658618818095	0.00916729714229426	0.00892641228782262	"coefs"	"z_(Intercept)"	"-1.90053056641653"	23.5759459154229	"seplr"	0.61	0.51	n/a	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"2U0MIKQ"	"uncertainty_seplr"	22.3658618818095	0.00916729714229426	0.00892641228782262	"coefs"	"z_V1"	"-30.3060455760712"	23.5759459154229	"seplr"	0.61	0.51	n/a	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"2U0MIKQ"	"uncertainty_seplr"	22.3658618818095	0.00916729714229426	0.00892641228782262	"coefs"	"z_V2"	"30.5845705305278"	23.5759459154229	"seplr"	0.61	0.51	n/a	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"2U0MIKQ"	"uncertainty_seplr"	22.3658618818095	0.00916729714229426	0.00892641228782262	"coefs"	"z_V1u"	"-9.38753898467668"	23.5759459154229	"seplr"	0.61	0.51	n/a	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"2U0MIKQ"	"uncertainty_seplr"	22.3658618818095	0.00916729714229426	0.00892641228782262	"coefs"	"z_V2u"	"8.23224983002809"	23.5759459154229	"seplr"	0.61	0.51	n/a	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"2U0MIKQ"	"uncertainty_seplr"	22.3658618818095	0.00916729714229426	0.00892641228782262	"coefs"	"(Intercept)"	"1.59374666918939"	23.5759459154229	"seplr"	0.61	0.51	n/a	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"2U0MIKQ"	"uncertainty_seplr"	22.3658618818095	0.00916729714229426	0.00892641228782262	"coefs"	"V1"	"-1.62666538380803"	23.5759459154229	"seplr"	0.61	0.51	n/a	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"2U0MIKQ"	"uncertainty_seplr"	22.3658618818095	0.00916729714229426	0.00892641228782262	"coefs"	"V2"	"1.60871921150841"	23.5759459154229	"seplr"	0.61	0.51	n/a	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"2U0MIKQ"	"uncertainty_seplr"	22.3658618818095	0.00916729714229426	0.00892641228782262	"coefs"	"V1u"	"-1.40224575964232"	23.5759459154229	"seplr"	0.61	0.51	n/a	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"2U0MIKQ"	"uncertainty_seplr"	22.3658618818095	0.00916729714229426	0.00892641228782262	"coefs"	"V2u"	"1.16938234661797"	23.5759459154229	"seplr"	0.61	0.51	n/a	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"2U0MIKQ"	"uncertainty_seplr"	22.3658618818095	0.00916729714229426	0.00892641228782262	"coefs"	"alpha_pos"	"0.188227548015649"	23.5759459154229	"seplr"	0.61	0.51	n/a	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"2U0MIKQ"	"uncertainty_seplr"	22.3658618818095	0.00916729714229426	0.00892641228782262	"coefs"	"alpha_neg"	"0.913537235124425"	23.5759459154229	"seplr"	0.61	0.51	n/a	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"2U0MIKQ"	"uncertainty_seplr"	22.3658618818095	0.00916729714229426	0.00892641228782262	"coefs"	"pi"	"0.397439414722198"	23.5759459154229	"seplr"	0.61	0.51	n/a	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"2U0MIKQ"	"uncertainty_seplr"	22.3658618818095	0.00916729714229426	0.00892641228782262	"x0"	"alpha_pos"	"0.55586045964621"	23.5759459154229	"seplr"	0.61	0.51	n/a	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"2U0MIKQ"	"uncertainty_seplr"	22.3658618818095	0.00916729714229426	0.00892641228782262	"x0"	"alpha_neg"	"0.546236543119885"	23.5759459154229	"seplr"	0.61	0.51	n/a	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"2U0MIKQ"	"uncertainty_seplr"	22.3658618818095	0.00916729714229426	0.00892641228782262	"x0"	"pi"	"0.197954595382325"	23.5759459154229	"seplr"	0.61	0.51	n/a	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
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"2U0MIKQ"	"surprise"	21.9414815938992	0.000981112953950606	0.0011885206140442	"coefs"	"z_V1"	"-18.7292974966354"	22.6356964699322	"seplr"	0.61	0.51	n/a	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"2U0MIKQ"	"surprise"	21.9414815938992	0.000981112953950606	0.0011885206140442	"coefs"	"z_V2"	"17.9755877579195"	22.6356964699322	"seplr"	0.61	0.51	n/a	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"2U0MIKQ"	"surprise"	21.9414815938992	0.000981112953950606	0.0011885206140442	"coefs"	"(Intercept)"	"1.25963277886505"	22.6356964699322	"seplr"	0.61	0.51	n/a	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"2U0MIKQ"	"surprise"	21.9414815938992	0.000981112953950606	0.0011885206140442	"coefs"	"V1"	"-1.02879729279096"	22.6356964699322	"seplr"	0.61	0.51	n/a	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"2U0MIKQ"	"surprise"	21.9414815938992	0.000981112953950606	0.0011885206140442	"coefs"	"V2"	"0.996086487193353"	22.6356964699322	"seplr"	0.61	0.51	n/a	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
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"2U0MIKQ"	"uncertainty_surprise"	26.6481366372215	0.000882682933279483	0.000891008780211159	"x0"	"l"	"0.62406939124012"	28.173560366035	"seplr"	0.46	0.63	n/a	n/a	0	-1	1	n/a	n/a	"random"	5	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"2U0MIKQ"	"uncertainty_surprise"	26.6481366372215	0.000882682933279483	0.000891008780211159	"x0"	"u"	"0.326029842885692"	28.173560366035	"seplr"	0.46	0.63	n/a	n/a	0	-1	1	n/a	n/a	"random"	5	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"2U0MIKQ"	"uncertainty_surprise"	26.6481366372215	0.000882682933279483	0.000891008780211159	"x0"	"s"	"4.69961928715929"	28.173560366035	"seplr"	0.46	0.63	n/a	n/a	0	-1	1	n/a	n/a	"random"	5	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"2U0MIKQ"	"uncertainty_surprise"	26.6481366372215	0.000882682933279483	0.000891008780211159	"x0"	"pi"	"0.520054219437297"	28.173560366035	"seplr"	0.46	0.63	n/a	n/a	0	-1	1	n/a	n/a	"random"	5	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2