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Bayes factors

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Code
import os
import json
import numpy as np
import pandas as pd

from agnvar import clean_dataframe,prettyname2dirname

def beautiful_uncertainties(value,errmin,errmax,**kwargs):
    """
    LaTex formatting for uncertainties
    """
    exponent = kwargs.get("exponent",int(np.floor(np.log10(np.abs(value)))))
    valu_fmt = value/(10**exponent)
    erlo_fmt = errmin/(10**exponent)
    erup_fmt = errmax/(10**exponent)
    if "exponent" in kwargs : 
        return  f"""${{{valu_fmt:.2f}}}^{{+{{{erup_fmt:.2f}}}}}_{{-{{{erlo_fmt:.2f}}}}}$"""
    return  f"""${{{valu_fmt:.2f}}}^{{+{{{erup_fmt:.2f}}}}}_{{-{{{erlo_fmt:.2f}}}}} \\times 10^{{{exponent}}}$"""

report_folder  ='tables'
os.makedirs(report_folder,exist_ok=True)
outfilename = 'raw_table'
Code
models = ["double","single"]
suffix_model = "_steep"

sources = pd.read_csv('website_sources_data.csv')

sources_list = sources["Object"].values.tolist()
dir_list = [prettyname2dirname(source) for source in sources_list]
lnZ = {}
medians = {}
err_low, err_high = {}, {}
for model in models:
    suffix = f"combined_0.3-1.5_{model}_123_factor"
    
    lnZ[model] = []
    medians[model] = []
    err_low[model] = []
    err_high[model] = []
    for source in dir_list:
        
        filename = f"inference/{source}_{suffix}"
        if os.path.exists(f"{filename}/info/results.json"):
            with open(f"{filename}/info/results.json") as f:
                d = json.load(f)
                lnZ[model].append(d["logz"])
                medians[model].append(d["posterior"]["median"])
                err_low[model].append(np.array(d["posterior"]["median"])-np.array(d["posterior"]["errlo"]))
                err_high[model].append(np.array(d["posterior"]["errup"])-np.array(d["posterior"]["median"]))
        else:
            lnZ[model].append(np.nan)
            medians[model].append(np.nan)
            err_low[model].append(np.nan)
            err_high[model].append(np.nan)
Code
n_params = 9

names = [r"$\alpha_1$",r"$f_{b,1}$",r"$\alpha_2$",r"$f_{b,2}$",r"$\alpha_3$",r"$\sigma^2$",r"$\nu$",r"$\mu$",r"$\gamma$",r"$\ln Z$"]


#start writing the tex file
texfile=open(f"{report_folder}/{outfilename}.tex","w+")

table_start=r"""\begin{tabular}{*{13}{l}}
Source & $\alpha_1$ & $f_{b,1}$  & $\alpha_2$ & $f_{b,2}$ & $\alpha_3$ & $\sigma^2$& $\nu$ & $\mu$ & $\gamma$ & $\ln Z$ & $\ln$ BF & BF \\ 
& & (d$^{-1})$ & & (d$^{-1})$ & &  (Count$^2$ s$^{-2})$  & &  (Count s$^{-1})$ & & & & \\"""
table_end=r"""\end{tabular}"""


texfile.write(table_start)

table_body = ""
lines = []

for i,source in enumerate(sources_list[:]):
    line = f"{source} & "

    for model in models:

        for j,param in enumerate(names[:-1]):
            k = j
            if model == "single" :
                if j in [3,4]:
                    line += "- & "
                    continue
                if j > 2:
                    k = j-2

            if medians[model][i] is np.nan:
                line += "- & "
                continue
            med = medians[model][i][k]
            errl = err_low[model][i][k]
            errh = err_high[model][i][k]
 
            if f'{errh:.2f}' == f'{errl:.2f}':
                element = f"${med:.2f}\\pm{{{errh:.2f}}}$ & "
            else:
                element = f"${med:.2f}^{{+{errh:.2f}}}_{{-{errl:.2f}}}$ & "
            if med>0 and med<1e-3:
                line += beautiful_uncertainties(med,errl,errh,exponent=-5) + " & "
            else:
                line += element
                
        lnz = lnZ[model][i]
        if lnz is np.nan:
            line += "- & - "
        else:
            line += f"${lnz:.2f}$"
        BF = lnZ["double"][i] - lnZ["single"][i]
        if np.isnan(BF):
            line += r"\\"
        else:
            if model == "double":
                line += f"& ${BF:.2f}$ & ${np.exp(BF):.3g}$"  +r"\\"
            if model == "single":
                line += r"& & \\"
            
        if model == "double":
            line+= "& "
        if model == "single":
            line += r""
        
    lines.append(line)
    table_body += line + "\n  "

texfile.write(table_body)
texfile.write(table_end)
texfile.close()

page

Source \(\alpha_1\) \(f_{b,1}\) \(\alpha_2\) \(f_{b,2}\) \(\alpha_3\) \(\sigma^2\) \(\nu\) \(\mu\) \(\gamma\) \(\ln Z\) \(\ln\) BF BF
(d\(^{-1})\) (d\(^{-1})\) (Count\(^2\) s\(^{-2})\) (Count s\(^{-1})\)
1H 0323+342 \(0.85^{+0.22}_{-0.39}\) \(0.28^{+6.81}_{-0.28}\) \(1.55^{+1.53}_{-0.26}\) \(14.47^{+10.62}_{-4.00}\) \(4.66^{+0.83}_{-0.77}\) \(0.20^{+0.12}_{-0.05}\) \(1.00^{+0.04}_{-0.03}\) \(1.13\pm{0.18}\) \(0.95^{+0.06}_{-0.05}\) \(2998.08\) \(2.17\) \(8.74\)
\(1.11\pm{0.06}\) \(7.87^{+2.29}_{-2.12}\) \(3.66^{+0.61}_{-0.45}\) - - \(0.34^{+0.16}_{-0.09}\) \(0.99\pm{0.03}\) \(1.13^{+0.36}_{-0.33}\) \(0.95^{+0.06}_{-0.05}\) \(2995.91\)
1H 0419-577 \(0.82^{+0.44}_{-0.52}\) \(0.01^{+0.21}_{-0.01}\) \(2.04^{+1.09}_{-0.36}\) \(1.47^{+26.43}_{-0.85}\) \(4.65^{+0.95}_{-1.15}\) \(0.36^{+0.40}_{-0.14}\) \(0.97\pm{0.03}\) \(1.72^{+0.34}_{-0.31}\) \(0.91^{+0.07}_{-0.06}\) \(3965.82\) \(1.12\) \(3.06\)
\(1.20^{+0.18}_{-0.35}\) \(0.17^{+0.33}_{-0.14}\) \(3.14^{+1.05}_{-0.56}\) - - \(0.50^{+0.57}_{-0.24}\) \(0.97\pm{0.03}\) \(1.69^{+0.48}_{-0.47}\) \(0.91\pm{0.07}\) \(3964.70\)
1H 0707-495 \(0.99^{+0.05}_{-0.08}\) \(12.70^{+3.47}_{-11.78}\) \(2.54^{+0.12}_{-1.41}\) \(579.21^{+1686.31}_{-562.33}\) \(3.30^{+1.89}_{-0.61}\) \(1.00^{+0.30}_{-0.19}\) \(0.91^{+0.05}_{-0.04}\) \(0.09^{+0.48}_{-0.51}\) \(0.95^{+0.17}_{-0.15}\) \(1793.96\) \(-0.46\) \(0.629\)
\(1.01\pm{0.04}\) \(13.92^{+2.82}_{-2.37}\) \(2.64^{+0.09}_{-0.08}\) - - \(1.06^{+0.30}_{-0.21}\) \(0.91\pm{0.04}\) \(0.05^{+0.54}_{-0.51}\) \(0.95^{+0.17}_{-0.15}\) \(1794.42\)
1H 1934-063 \(0.19^{+0.22}_{-0.13}\) \(0.61^{+0.45}_{-0.26}\) \(1.57^{+0.09}_{-0.08}\) \(110.72^{+12.61}_{-15.33}\) \(4.81^{+0.68}_{-0.61}\) \(0.12^{+0.03}_{-0.02}\) \(0.83^{+0.11}_{-0.12}\) \(2.43^{+0.08}_{-0.07}\) \(0.96\pm{0.05}\) \(3000.22\) \(14.29\) \(1.61e+06\)
\(1.20^{+0.06}_{-0.07}\) \(60.14^{+12.01}_{-11.60}\) \(3.52^{+0.36}_{-0.30}\) - - \(0.99^{+0.91}_{-0.44}\) \(0.66\pm{0.13}\) \(2.41^{+0.64}_{-0.66}\) \(0.98\pm{0.05}\) \(2985.92\)
Ark 120 \(0.72^{+0.34}_{-0.44}\) \(0.09^{+0.14}_{-0.06}\) \(2.73^{+0.29}_{-0.91}\) \(44.95^{+3018.27}_{-44.60}\) \(3.75^{+1.52}_{-0.78}\) \(0.11^{+0.11}_{-0.04}\) \(1.00\pm{0.02}\) \(2.27\pm{0.16}\) \(1.01\pm{0.04}\) \(10139.57\) \(-0.18\) \(0.837\)
\(0.77^{+0.31}_{-0.43}\) \(0.11^{+0.12}_{-0.06}\) \(2.85^{+0.23}_{-0.18}\) - - \(0.11^{+0.10}_{-0.04}\) \(1.00\pm{0.02}\) \(2.27\pm{0.16}\) \(1.01\pm{0.04}\) \(10139.75\)
Ark 564 \(0.46^{+0.17}_{-0.22}\) \(0.53^{+0.49}_{-0.24}\) \(1.61\pm{0.07}\) \(139.03^{+12.34}_{-12.69}\) \(4.58^{+0.60}_{-0.46}\) \(0.11^{+0.02}_{-0.01}\) \(0.75^{+0.15}_{-0.16}\) \(3.06\pm{0.07}\) \(0.93^{+0.07}_{-0.06}\) \(7665.56\) \(26.18\) \(2.35e+11\)
\(1.19\pm{0.04}\) \(60.45^{+10.46}_{-10.51}\) \(3.10^{+0.20}_{-0.17}\) - - \(0.58^{+0.30}_{-0.19}\) \(0.40^{+0.13}_{-0.14}\) \(3.09^{+0.49}_{-0.50}\) \(0.94\pm{0.07}\) \(7639.38\)
ESO 141-G55 \(0.79^{+0.26}_{-0.36}\) \(0.16^{+0.25}_{-0.11}\) \(2.93^{+0.59}_{-0.93}\) \(16.82^{+593.20}_{-16.24}\) \(4.20^{+1.23}_{-0.95}\) \(0.11^{+0.09}_{-0.04}\) \(0.95\pm{0.05}\) \(2.60^{+0.18}_{-0.16}\) \(0.98\pm{0.05}\) \(1788.95\) \(0.18\) \(1.19\)
\(0.83^{+0.24}_{-0.33}\) \(0.19^{+0.23}_{-0.10}\) \(3.13^{+0.50}_{-0.34}\) - - \(0.11^{+0.12}_{-0.04}\) \(0.94\pm{0.05}\) \(2.60\pm{0.17}\) \(0.98\pm{0.05}\) \(1788.77\)
ESO 362-G18 \(0.45^{+0.46}_{-0.31}\) \(0.01^{+0.05}_{-0.01}\) \(1.60^{+0.19}_{-0.14}\) \(5.78^{+1.99}_{-1.68}\) \(4.71^{+0.85}_{-0.83}\) \(0.91^{+0.65}_{-0.25}\) \(1.02\pm{0.04}\) \(0.29^{+0.47}_{-0.45}\) \(0.56^{+0.25}_{-0.16}\) \(1394.28\) \(3.14\) \(23.2\)
\(1.25^{+0.08}_{-0.10}\) \(2.69^{+1.41}_{-1.16}\) \(3.66^{+0.89}_{-0.60}\) - - \(2.68^{+2.39}_{-1.19}\) \(1.01\pm{0.04}\) \(0.19^{+1.19}_{-1.15}\) \(0.52^{+0.23}_{-0.15}\) \(1391.14\)
ESO 511-G030 \(1.24^{+0.08}_{-0.10}\) \(0.70^{+0.35}_{-0.31}\) \(3.61^{+0.63}_{-0.61}\) \(105.48^{+4663.25}_{-103.15}\) \(4.80^{+0.83}_{-0.91}\) \(1.04^{+0.65}_{-0.36}\) \(1.10\pm{0.04}\) \(0.95^{+0.77}_{-0.76}\) \(0.99^{+0.06}_{-0.05}\) \(2454.23\) \(0.12\) \(1.12\)
\(1.25\pm{0.08}\) \(0.73^{+0.31}_{-0.25}\) \(3.76^{+0.65}_{-0.45}\) - - \(1.04^{+0.64}_{-0.36}\) \(1.10\pm{0.04}\) \(0.94^{+0.88}_{-0.77}\) \(0.98^{+0.06}_{-0.05}\) \(2454.11\)
Fairall 9 \(1.24^{+0.07}_{-0.09}\) \(0.51\pm{0.15}\) \(4.06^{+0.65}_{-0.73}\) \(18.41^{+343.75}_{-17.42}\) \(5.06^{+0.65}_{-0.74}\) \(0.33^{+0.20}_{-0.13}\) \(0.97\pm{0.03}\) \(1.97^{+0.44}_{-0.45}\) \(0.79^{+0.14}_{-0.11}\) \(5480.53\) \(-0.04\) \(0.962\)
\(1.26\pm{0.07}\) \(0.52^{+0.13}_{-0.11}\) \(4.23^{+0.62}_{-0.44}\) - - \(0.36^{+0.23}_{-0.14}\) \(0.96\pm{0.03}\) \(1.95^{+0.49}_{-0.46}\) \(0.80^{+0.14}_{-0.12}\) \(5480.57\)
IGRJ21277+5656 \(0.50^{+0.29}_{-0.31}\) \(0.13^{+0.37}_{-0.09}\) \(1.65^{+0.19}_{-0.16}\) \(41.03^{+21.49}_{-17.17}\) \(3.83^{+1.22}_{-0.98}\) \(0.22^{+0.07}_{-0.04}\) \(0.95\pm{0.04}\) \(0.08\pm{0.13}\) \(1.01\pm{0.08}\) \(2872.60\) \(2.64\) \(14\)
\(0.84^{+0.19}_{-0.28}\) \(1.28^{+2.44}_{-0.82}\) \(2.10^{+0.22}_{-0.15}\) - - \(0.24^{+0.14}_{-0.06}\) \(0.89\pm{0.04}\) \(0.07^{+0.19}_{-0.21}\) \(1.00^{+0.08}_{-0.07}\) \(2869.96\)
IRAS 05078+1626 \(0.70^{+0.34}_{-0.44}\) \(0.25^{+0.82}_{-0.23}\) \(2.62^{+1.14}_{-0.97}\) \(14.59^{+395.75}_{-13.41}\) \(4.34^{+1.21}_{-1.26}\) \(0.36^{+0.26}_{-0.14}\) \(1.00\pm{0.08}\) \(0.86^{+0.42}_{-0.40}\) \(0.75^{+0.34}_{-0.22}\) \(490.82\) \(0.11\) \(1.11\)
\(0.73^{+0.33}_{-0.43}\) \(0.32^{+0.78}_{-0.25}\) \(2.99^{+0.99}_{-0.65}\) - - \(0.35^{+0.30}_{-0.13}\) \(1.00^{+0.08}_{-0.07}\) \(0.82^{+0.43}_{-0.40}\) \(0.74^{+0.32}_{-0.22}\) \(490.71\)
IRAS 09149-6206 \(1.20^{+0.22}_{-0.84}\) \(0.03^{+4.13}_{-0.03}\) \(1.78^{+2.77}_{-0.22}\) \(21.73^{+365.55}_{-17.78}\) \(4.59^{+1.12}_{-1.97}\) \(0.54^{+0.55}_{-0.30}\) \(0.92^{+0.06}_{-0.05}\) \(-0.22^{+0.57}_{-0.50}\) \(0.78^{+0.08}_{-0.07}\) \(545.54\) \(0.27\) \(1.31\)
\(0.97^{+0.46}_{-0.69}\) \(0.01^{+3.61}_{-0.00}\) \(1.78^{+2.58}_{-0.15}\) - - \(0.49^{+0.56}_{-0.27}\) \(0.91^{+0.05}_{-0.06}\) \(-0.24^{+0.55}_{-0.45}\) \(0.78^{+0.08}_{-0.07}\) \(545.27\)
IRAS 13224-3809 \(0.27^{+0.14}_{-0.15}\) \(1.76^{+0.39}_{-0.31}\) \(2.16\pm{0.05}\) \(186.47^{+24.31}_{-18.15}\) \(5.59^{+0.30}_{-0.50}\) \(0.64^{+0.07}_{-0.06}\) \(0.99\pm{0.03}\) \(0.22\pm{0.08}\) \(0.98\pm{0.02}\) \(5541.26\) \(25.83\) \(1.64e+11\)
\(0.59^{+0.10}_{-0.11}\) \(3.82^{+0.79}_{-0.66}\) \(2.41\pm{0.04}\) - - \(0.67^{+0.10}_{-0.07}\) \(0.90\pm{0.03}\) \(0.24\pm{0.13}\) \(0.98\pm{0.02}\) \(5515.43\)
IRAS 13349+2438 \(0.56^{+0.32}_{-0.36}\) \(0.17^{+0.37}_{-0.14}\) \(2.18^{+0.40}_{-0.58}\) \(12.99^{+532.31}_{-11.17}\) \(3.79^{+1.47}_{-1.03}\) \(0.30^{+0.16}_{-0.08}\) \(0.98\pm{0.04}\) \(0.46^{+0.18}_{-0.19}\) \(1.02^{+0.08}_{-0.07}\) \(2077.08\) \(0.58\) \(1.79\)
\(0.65^{+0.27}_{-0.38}\) \(0.32^{+0.42}_{-0.17}\) \(2.51^{+0.25}_{-0.19}\) - - \(0.30^{+0.16}_{-0.09}\) \(0.97\pm{0.04}\) \(0.45^{+0.19}_{-0.18}\) \(1.02\pm{0.07}\) \(2076.50\)
IRAS 17020+4544 \(1.04^{+0.11}_{-0.26}\) \(27.65^{+28.52}_{-27.13}\) \(2.34^{+1.53}_{-0.99}\) \(112.22^{+459.93}_{-62.90}\) \(4.28^{+1.20}_{-1.30}\) \(0.05^{+0.07}_{-0.03}\) \(0.94^{+0.07}_{-0.08}\) \(1.29^{+0.16}_{-0.14}\) \(0.80^{+0.12}_{-0.09}\) \(1917.31\) \(0.93\) \(2.54\)
\(1.07^{+0.10}_{-0.16}\) \(32.96^{+18.72}_{-23.88}\) \(2.86^{+1.15}_{-0.80}\) - - \(0.06^{+0.08}_{-0.03}\) \(0.91^{+0.08}_{-0.12}\) \(1.28^{+0.17}_{-0.15}\) \(0.80^{+0.12}_{-0.10}\) \(1916.37\)
IRAS F12397+3333 \(1.07^{+0.14}_{-0.56}\) \(3.32^{+12.81}_{-3.31}\) \(2.03^{+2.46}_{-0.60}\) \(24.16^{+197.73}_{-8.19}\) \(4.98^{+0.76}_{-1.03}\) \(0.40^{+0.32}_{-0.16}\) \(1.06\pm{0.06}\) \(1.42^{+0.42}_{-0.38}\) \(1.24^{+0.26}_{-0.22}\) \(1326.61\) \(1.23\) \(3.41\)
\(1.20^{+0.07}_{-0.10}\) \(13.33^{+4.55}_{-6.03}\) \(4.14^{+1.06}_{-0.92}\) - - \(0.54^{+0.44}_{-0.22}\) \(1.06\pm{0.06}\) \(1.47^{+0.53}_{-0.52}\) \(1.26^{+0.26}_{-0.22}\) \(1325.39\)
MCG 08-11-011 \(0.93^{+0.22}_{-0.35}\) \(0.11^{+0.47}_{-0.10}\) \(2.03^{+1.80}_{-0.48}\) \(1.35^{+9.82}_{-0.55}\) \(5.09^{+0.68}_{-0.98}\) \(0.22^{+0.20}_{-0.08}\) \(1.01^{+0.09}_{-0.08}\) \(1.92^{+0.39}_{-0.37}\) \(0.63^{+0.24}_{-0.17}\) \(562.78\) \(1.29\) \(3.64\)
\(1.14^{+0.11}_{-0.15}\) \(0.52^{+0.23}_{-0.26}\) \(3.93^{+1.24}_{-1.01}\) - - \(0.36^{+0.30}_{-0.16}\) \(1.02\pm{0.08}\) \(1.95\pm{0.48}\) \(0.64^{+0.25}_{-0.18}\) \(561.49\)
MCG 6-30-15 \(0.61^{+0.11}_{-0.12}\) \(1.73^{+1.36}_{-1.02}\) \(1.90^{+0.26}_{-0.32}\) \(50.37^{+42.43}_{-27.73}\) \(3.45^{+0.67}_{-0.42}\) \(0.16^{+0.02}_{-0.01}\) \(0.98^{+0.06}_{-0.07}\) \(2.24\pm{0.07}\) \(1.01\pm{0.03}\) \(7369.14\) \(5.67\) \(291\)
\(0.81\pm{0.07}\) \(5.93^{+1.34}_{-1.10}\) \(2.60^{+0.08}_{-0.07}\) - - \(0.19^{+0.03}_{-0.02}\) \(0.83^{+0.05}_{-0.06}\) \(2.23^{+0.11}_{-0.12}\) \(1.01\pm{0.03}\) \(7363.47\)
MR 2251-178 \(1.18^{+0.19}_{-0.51}\) \(0.03^{+0.06}_{-0.03}\) \(2.94^{+0.79}_{-1.30}\) \(0.75^{+241.24}_{-0.65}\) \(4.23^{+1.16}_{-0.76}\) \(0.55^{+0.54}_{-0.25}\) \(0.98\pm{0.02}\) \(1.63^{+0.54}_{-0.55}\) \(0.89\pm{0.03}\) \(7841.33\) \(0.73\) \(2.07\)
\(1.29^{+0.13}_{-0.16}\) \(0.06^{+0.05}_{-0.03}\) \(3.44^{+0.56}_{-0.40}\) - - \(0.71^{+0.58}_{-0.31}\) \(0.98\pm{0.02}\) \(1.61^{+0.62}_{-0.66}\) \(0.89\pm{0.03}\) \(7840.60\)
MS 22549-3712 \(0.40^{+0.29}_{-0.26}\) \(0.86^{+1.41}_{-0.62}\) \(2.06^{+0.50}_{-0.67}\) \(22.14^{+311.89}_{-17.92}\) \(3.52^{+1.52}_{-0.90}\) \(0.07\pm{0.02}\) \(0.95\pm{0.05}\) \(0.46^{+0.13}_{-0.12}\) \(0.64^{+0.10}_{-0.08}\) \(1178.84\) \(0.51\) \(1.66\)
\(0.44^{+0.26}_{-0.28}\) \(1.24^{+1.37}_{-0.61}\) \(2.40^{+0.38}_{-0.25}\) - - \(0.07\pm{0.02}\) \(0.93\pm{0.05}\) \(0.46\pm{0.13}\) \(0.64^{+0.10}_{-0.08}\) \(1178.33\)
Mkn 1044 \(1.00^{+0.07}_{-0.09}\) \(6.62^{+6.48}_{-3.80}\) \(2.02^{+0.22}_{-0.18}\) \(102.77^{+14.13}_{-16.74}\) \(5.11^{+0.60}_{-0.66}\) \(0.38^{+0.17}_{-0.10}\) \(1.10^{+0.07}_{-0.08}\) \(2.17\pm{0.30}\) \(0.98\pm{0.05}\) \(6524.49\) \(8.08\) \(3.24e+03\)
\(1.17\pm{0.05}\) \(34.83^{+5.90}_{-5.57}\) \(3.29^{+0.20}_{-0.18}\) - - \(0.84^{+0.50}_{-0.29}\) \(0.91^{+0.08}_{-0.09}\) \(2.16^{+0.57}_{-0.60}\) \(0.98^{+0.05}_{-0.04}\) \(6516.41\)
Mkn 1048 \(1.15^{+0.14}_{-0.34}\) \(0.28^{+0.41}_{-0.27}\) \(2.78^{+0.57}_{-1.20}\) \(20.46^{+7289.49}_{-19.64}\) \(4.03^{+1.22}_{-0.83}\) \(0.99^{+0.87}_{-0.40}\) \(1.01\pm{0.03}\) \(0.86^{+0.63}_{-0.66}\) \(1.00^{+0.06}_{-0.05}\) \(3919.46\) \(0.27\) \(1.3\)
\(1.20^{+0.11}_{-0.14}\) \(0.40^{+0.34}_{-0.21}\) \(3.09^{+0.43}_{-0.30}\) - - \(1.11^{+0.89}_{-0.45}\) \(1.00\pm{0.03}\) \(0.80^{+0.73}_{-0.79}\) \(1.00\pm{0.05}\) \(3919.20\)
Mkn 110 \(1.24^{+0.07}_{-0.08}\) \(1.09^{+0.43}_{-0.40}\) \(4.33^{+1.06}_{-1.20}\) \(66.21^{+6395.31}_{-64.11}\) \(5.40^{+0.48}_{-0.86}\) \(0.38^{+0.22}_{-0.13}\) \(1.02\pm{0.04}\) \(1.96^{+0.44}_{-0.42}\) \(1.10\pm{0.04}\) \(2990.87\) \(0.06\) \(1.07\)
\(1.26^{+0.07}_{-0.06}\) \(1.10^{+0.37}_{-0.31}\) \(4.56^{+0.91}_{-0.81}\) - - \(0.41^{+0.23}_{-0.13}\) \(1.02\pm{0.04}\) \(1.97^{+0.47}_{-0.44}\) \(1.10\pm{0.04}\) \(2990.81\)
Mkn 142 \(0.68^{+0.16}_{-0.27}\) \(1.05^{+1.85}_{-0.88}\) \(2.00^{+0.39}_{-0.59}\) \(53.76^{+578.22}_{-45.11}\) \(4.02^{+1.41}_{-1.31}\) \(0.33^{+0.09}_{-0.05}\) \(1.10\pm{0.12}\) \(0.66^{+0.17}_{-0.15}\) \(0.99^{+0.07}_{-0.06}\) \(273.49\) \(1.19\) \(3.27\)
\(0.78^{+0.11}_{-0.14}\) \(2.17^{+1.88}_{-1.04}\) \(2.38^{+0.28}_{-0.19}\) - - \(0.35^{+0.10}_{-0.06}\) \(1.03^{+0.12}_{-0.11}\) \(0.67^{+0.21}_{-0.18}\) \(0.99^{+0.07}_{-0.06}\) \(272.30\)
Mkn 1501 \(0.38^{+0.29}_{-0.24}\) \(0.02\pm{0.01}\) \(3.78^{+1.50}_{-1.13}\) \(3.84^{+272.44}_{-3.78}\) \(5.21^{+0.62}_{-1.29}\) \(0.35^{+0.13}_{-0.08}\) \(1.16\pm{0.08}\) \(0.73^{+0.32}_{-0.34}\) \(1.08^{+0.36}_{-0.31}\) \(483.20\) \(0.06\) \(1.06\)
\(0.42^{+0.27}_{-0.26}\) \(0.02^{+0.01}_{-0.00}\) \(4.05^{+1.33}_{-1.13}\) - - \(0.35^{+0.13}_{-0.08}\) \(1.16^{+0.09}_{-0.08}\) \(0.71^{+0.33}_{-0.34}\) \(1.06^{+0.39}_{-0.28}\) \(483.14\)
Mkn 279 \(0.69^{+0.35}_{-0.37}\) \(0.01^{+0.02}_{-0.00}\) \(1.75^{+0.20}_{-0.13}\) \(1.43^{+0.40}_{-0.36}\) \(5.17^{+0.58}_{-0.79}\) \(0.24^{+0.18}_{-0.07}\) \(1.04\pm{0.04}\) \(2.05\pm{0.49}\) \(1.24^{+0.40}_{-0.30}\) \(2989.60\) \(4.27\) \(71.3\)
\(1.44^{+0.07}_{-0.09}\) \(0.78^{+0.35}_{-0.26}\) \(4.15^{+0.90}_{-0.60}\) - - \(1.18^{+0.75}_{-0.50}\) \(1.04\pm{0.04}\) \(2.11^{+1.98}_{-2.02}\) \(1.40^{+0.48}_{-0.37}\) \(2985.33\)
Mkn 335 \(1.17^{+0.07}_{-0.09}\) \(0.67^{+1.02}_{-0.45}\) \(2.04^{+0.20}_{-0.21}\) \(40.49^{+21.05}_{-22.07}\) \(4.07^{+1.20}_{-0.97}\) \(1.96^{+0.83}_{-0.53}\) \(0.98\pm{0.02}\) \(0.29^{+0.95}_{-1.01}\) \(0.98^{+0.06}_{-0.05}\) \(3626.06\) \(3.00\) \(20.1\)
\(1.27\pm{0.05}\) \(2.60^{+1.17}_{-0.89}\) \(2.51^{+0.14}_{-0.12}\) - - \(2.99^{+1.11}_{-0.76}\) \(0.96\pm{0.02}\) \(0.28^{+1.33}_{-1.27}\) \(0.98^{+0.06}_{-0.05}\) \(3623.06\)
Mkn 359 \(0.77^{+0.14}_{-0.21}\) \(3.07^{+1.83}_{-2.22}\) \(2.91^{+0.57}_{-1.17}\) \(25.29^{+2345.95}_{-17.83}\) \(4.43^{+1.04}_{-0.82}\) \(0.19^{+0.07}_{-0.04}\) \(0.97\pm{0.03}\) \(0.71^{+0.14}_{-0.15}\) \(0.95^{+0.06}_{-0.05}\) \(2413.04\) \(0.71\) \(2.03\)
\(0.83^{+0.11}_{-0.14}\) \(3.83^{+1.41}_{-1.15}\) \(3.34^{+0.37}_{-0.30}\) - - \(0.20^{+0.08}_{-0.04}\) \(0.96\pm{0.03}\) \(0.70\pm{0.16}\) \(0.95^{+0.06}_{-0.05}\) \(2412.33\)
Mkn 478 \(0.85^{+0.22}_{-0.45}\) \(0.72^{+3.24}_{-0.67}\) \(2.05^{+0.62}_{-0.57}\) \(26.54^{+175.78}_{-19.27}\) \(3.72^{+1.41}_{-0.86}\) \(0.26^{+0.17}_{-0.08}\) \(0.98\pm{0.04}\) \(0.93\pm{0.28}\) \(0.82^{+0.22}_{-0.17}\) \(1993.53\) \(0.85\) \(2.34\)
\(1.00^{+0.14}_{-0.22}\) \(2.76^{+3.19}_{-1.77}\) \(2.66^{+0.39}_{-0.29}\) - - \(0.30^{+0.22}_{-0.11}\) \(0.97\pm{0.04}\) \(0.93\pm{0.32}\) \(0.79^{+0.21}_{-0.16}\) \(1992.68\)
Mkn 493 \(0.76^{+0.23}_{-0.45}\) \(0.82^{+8.56}_{-0.78}\) \(1.65^{+0.75}_{-0.35}\) \(45.12^{+257.39}_{-26.74}\) \(3.41^{+1.25}_{-0.70}\) \(0.19^{+0.09}_{-0.05}\) \(0.98\pm{0.05}\) \(0.45^{+0.17}_{-0.15}\) \(0.98^{+0.08}_{-0.07}\) \(1577.71\) \(0.87\) \(2.39\)
\(0.97^{+0.10}_{-0.13}\) \(8.22^{+6.88}_{-4.46}\) \(2.48^{+0.38}_{-0.27}\) - - \(0.22^{+0.12}_{-0.07}\) \(0.96\pm{0.05}\) \(0.47^{+0.23}_{-0.22}\) \(0.98\pm{0.07}\) \(1576.84\)
Mkn 509 \(0.98^{+0.16}_{-0.27}\) \(0.13^{+0.28}_{-0.11}\) \(2.19^{+0.75}_{-0.49}\) \(2.18^{+3.00}_{-1.18}\) \(4.31^{+0.95}_{-0.63}\) \(0.15^{+0.11}_{-0.05}\) \(1.04\pm{0.02}\) \(2.74^{+0.23}_{-0.22}\) \(0.91^{+0.13}_{-0.11}\) \(14105.86\) \(1.91\) \(6.77\)
\(1.17^{+0.08}_{-0.09}\) \(0.50^{+0.21}_{-0.15}\) \(3.37^{+0.29}_{-0.25}\) - - \(0.26^{+0.17}_{-0.09}\) \(1.04\pm{0.02}\) \(2.75\pm{0.35}\) \(0.96^{+0.14}_{-0.11}\) \(14103.95\)
Mkn 590 \(0.93^{+0.42}_{-0.56}\) \(0.00^{+0.67}_{-0.00}\) \(1.71^{+2.61}_{-0.20}\) \(1.17^{+4.46}_{-0.43}\) \(5.15^{+0.63}_{-1.04}\) \(0.75^{+1.18}_{-0.33}\) \(1.06\pm{0.04}\) \(0.13^{+0.53}_{-0.54}\) \(0.72^{+0.09}_{-0.08}\) \(1536.49\) \(1.54\) \(4.69\)
\(1.38^{+0.06}_{-0.08}\) \(0.68^{+0.30}_{-0.34}\) \(4.57^{+0.99}_{-1.29}\) - - \(1.95^{+1.02}_{-0.77}\) \(1.06\pm{0.04}\) \(0.20^{+0.98}_{-0.90}\) \(0.72^{+0.09}_{-0.08}\) \(1534.94\)
Mkn 6 \(0.96^{+0.37}_{-0.64}\) \(0.00^{+1.66}_{-0.00}\) \(3.49^{+1.69}_{-1.56}\) \(9.05^{+461.03}_{-9.02}\) \(5.04^{+0.77}_{-1.53}\) \(0.13^{+0.16}_{-0.06}\) \(1.02\pm{0.07}\) \(-2.08^{+0.26}_{-0.29}\) \(0.85^{+0.15}_{-0.13}\) \(-182.39\) \(-0.18\) \(0.832\)
\(1.00^{+0.35}_{-0.64}\) \(0.00^{+1.45}_{-0.00}\) \(3.45^{+1.71}_{-1.49}\) - - \(0.14^{+0.15}_{-0.07}\) \(1.02\pm{0.07}\) \(-2.08^{+0.28}_{-0.27}\) \(0.84^{+0.15}_{-0.12}\) \(-182.21\)
Mkn 766 \(0.58^{+0.18}_{-0.20}\) \(0.13^{+0.21}_{-0.08}\) \(1.62^{+0.11}_{-0.10}\) \(54.59^{+11.94}_{-12.03}\) \(3.86^{+0.55}_{-0.40}\) \(0.35^{+0.08}_{-0.05}\) \(1.00\pm{0.05}\) \(1.79^{+0.21}_{-0.20}\) \(0.67^{+0.13}_{-0.11}\) \(6358.48\) \(12.26\) \(2.12e+05\)
\(1.22^{+0.05}_{-0.06}\) \(18.21^{+5.79}_{-5.03}\) \(2.89^{+0.20}_{-0.17}\) - - \(1.68^{+1.06}_{-0.62}\) \(0.91\pm{0.05}\) \(1.75^{+0.90}_{-0.91}\) \(0.65^{+0.15}_{-0.13}\) \(6346.21\)
Mkn 79 \(0.80^{+0.45}_{-0.52}\) \(0.04^{+0.87}_{-0.04}\) \(2.06^{+0.73}_{-0.46}\) \(8.55^{+50.20}_{-5.82}\) \(4.41^{+1.14}_{-1.32}\) \(0.50^{+0.62}_{-0.20}\) \(0.92\pm{0.04}\) \(1.42^{+0.42}_{-0.41}\) \(0.79^{+0.28}_{-0.20}\) \(1747.90\) \(1.16\) \(3.2\)
\(1.06^{+0.31}_{-0.55}\) \(0.33^{+2.29}_{-0.27}\) \(2.72^{+0.93}_{-0.33}\) - - \(0.59^{+0.80}_{-0.27}\) \(0.91\pm{0.04}\) \(1.44^{+0.48}_{-0.45}\) \(0.77^{+0.28}_{-0.18}\) \(1746.74\)
Mkn 817 \(1.31^{+0.09}_{-0.55}\) \(0.61^{+0.63}_{-0.60}\) \(2.74^{+0.76}_{-1.26}\) \(4.87^{+738.16}_{-3.63}\) \(4.21^{+1.14}_{-0.88}\) \(3.28^{+2.14}_{-1.57}\) \(1.03\pm{0.03}\) \(1.00^{+1.27}_{-1.26}\) \(0.94\pm{0.06}\) \(1500.14\) \(0.26\) \(1.3\)
\(1.36\pm{0.06}\) \(0.85^{+0.44}_{-0.31}\) \(3.20^{+0.58}_{-0.37}\) - - \(4.10^{+2.11}_{-1.31}\) \(1.03^{+0.02}_{-0.03}\) \(0.89^{+1.50}_{-1.51}\) \(0.94^{+0.06}_{-0.05}\) \(1499.88\)
Mkn 841 \(1.16^{+0.09}_{-0.13}\) \(0.71\pm{0.54}\) \(3.14^{+0.68}_{-1.42}\) \(16.43^{+652.05}_{-14.98}\) \(4.39^{+1.06}_{-0.87}\) \(0.47^{+0.31}_{-0.16}\) \(1.03\pm{0.03}\) \(1.55^{+0.44}_{-0.41}\) \(0.93\pm{0.04}\) \(5240.76\) \(0.13\) \(1.14\)
\(1.19\pm{0.08}\) \(0.82^{+0.42}_{-0.31}\) \(3.42^{+0.59}_{-0.40}\) - - \(0.50^{+0.29}_{-0.17}\) \(1.03\pm{0.03}\) \(1.54^{+0.48}_{-0.46}\) \(0.93\pm{0.04}\) \(5240.63\)
NGC 1566 \(1.36^{+0.06}_{-0.11}\) \(5.09^{+2.33}_{-5.05}\) \(3.07^{+0.48}_{-1.55}\) \(101.02^{+1417.87}_{-93.28}\) \(4.12^{+1.16}_{-0.77}\) \(1.77^{+0.88}_{-0.69}\) \(0.98\pm{0.03}\) \(0.02\pm{1.00}\) \(1.03\pm{0.05}\) \(3845.83\) \(-0.29\) \(0.748\)
\(1.38\pm{0.05}\) \(5.43^{+1.83}_{-1.56}\) \(3.27^{+0.40}_{-0.30}\) - - \(1.92^{+0.93}_{-0.59}\) \(0.98\pm{0.03}\) \(0.04\pm{1.13}\) \(1.03\pm{0.05}\) \(3846.12\)
NGC 2617 \(0.93^{+0.20}_{-0.27}\) \(0.04^{+0.13}_{-0.03}\) \(1.97^{+0.41}_{-0.30}\) \(3.62^{+3.09}_{-1.85}\) \(4.66^{+0.93}_{-1.11}\) \(0.84^{+0.56}_{-0.23}\) \(1.10^{+0.07}_{-0.06}\) \(1.58^{+0.58}_{-0.55}\) \(1.24^{+0.38}_{-0.28}\) \(1025.47\) \(2.33\) \(10.3\)
\(1.17^{+0.15}_{-0.16}\) \(0.26^{+0.56}_{-0.14}\) \(2.81^{+0.66}_{-0.27}\) - - \(1.32^{+1.21}_{-0.54}\) \(1.10^{+0.07}_{-0.06}\) \(1.55^{+0.83}_{-0.86}\) \(1.23^{+0.36}_{-0.28}\) \(1023.14\)
NGC 3227 \(1.08^{+0.10}_{-0.21}\) \(1.35^{+1.41}_{-1.34}\) \(2.20^{+0.23}_{-0.83}\) \(38.41^{+260.82}_{-34.70}\) \(2.88^{+1.90}_{-0.34}\) \(1.21^{+0.68}_{-0.38}\) \(0.93\pm{0.03}\) \(1.25^{+0.66}_{-0.64}\) \(0.70^{+0.11}_{-0.09}\) \(6472.27\) \(0.39\) \(1.47\)
\(1.14^{+0.07}_{-0.08}\) \(2.29^{+1.12}_{-0.80}\) \(2.46^{+0.10}_{-0.09}\) - - \(1.46^{+0.79}_{-0.47}\) \(0.92\pm{0.03}\) \(1.26\pm{0.79}\) \(0.70^{+0.11}_{-0.09}\) \(6471.88\)
NGC 3516 \(0.72\pm{0.49}\) \(0.00^{+0.29}_{-0.00}\) \(1.63^{+0.53}_{-0.17}\) \(3.62^{+49.25}_{-2.54}\) \(2.63^{+0.65}_{-0.22}\) \(1.27^{+1.55}_{-0.45}\) \(0.99\pm{0.03}\) \(0.47^{+0.64}_{-0.54}\) \(0.98\pm{0.05}\) \(5213.92\) \(1.34\) \(3.82\)
\(1.28\pm{0.09}\) \(0.55^{+0.49}_{-0.28}\) \(2.36^{+0.13}_{-0.11}\) - - \(3.15^{+2.22}_{-1.22}\) \(0.98\pm{0.03}\) \(0.52^{+1.32}_{-1.31}\) \(0.98\pm{0.05}\) \(5212.58\)
NGC 3783 \(0.52^{+0.31}_{-0.34}\) \(0.02^{+0.05}_{-0.01}\) \(2.01^{+0.19}_{-0.21}\) \(17.82^{+20.10}_{-15.05}\) \(3.72^{+1.54}_{-1.05}\) \(0.59^{+0.23}_{-0.12}\) \(0.98\pm{0.03}\) \(1.17^{+0.28}_{-0.23}\) \(1.04^{+0.12}_{-0.11}\) \(4374.91\) \(1.49\) \(4.44\)
\(0.83^{+0.19}_{-0.26}\) \(0.10^{+0.12}_{-0.06}\) \(2.32^{+0.15}_{-0.12}\) - - \(0.68^{+0.37}_{-0.17}\) \(0.97\pm{0.03}\) \(1.22^{+0.41}_{-0.33}\) \(1.04\pm{0.11}\) \(4373.42\)
NGC 4051 - - - - - - - - - - -
\(1.13\pm{0.05}\) \(38.52^{+7.12}_{-6.72}\) \(2.79^{+0.10}_{-0.09}\) - - \(1.91^{+1.08}_{-0.64}\) \(0.43\pm{0.06}\) \(1.70^{+0.87}_{-0.88}\) \(1.11\pm{0.03}\) \(3374.72\)
NGC 4151 \(0.92^{+0.14}_{-0.19}\) \(0.05^{+0.04}_{-0.03}\) \(2.57^{+0.21}_{-0.65}\) \(22.67^{+1644.51}_{-22.48}\) \(3.85^{+1.47}_{-1.04}\) \(0.18^{+0.10}_{-0.05}\) \(1.01\pm{0.02}\) \(0.67^{+0.21}_{-0.22}\) \(1.00\pm{0.02}\) \(9036.00\) \(0.15\) \(1.16\)
\(0.95^{+0.13}_{-0.14}\) \(0.06^{+0.04}_{-0.02}\) \(2.66^{+0.19}_{-0.15}\) - - \(0.19^{+0.09}_{-0.05}\) \(1.01\pm{0.02}\) \(0.67^{+0.22}_{-0.23}\) \(1.00\pm{0.02}\) \(9035.85\)
NGC 4593 - - - - - - - - - - -
\(1.04\pm{0.07}\) \(1.36^{+0.45}_{-0.32}\) \(2.98^{+0.16}_{-0.14}\) - - \(0.73^{+0.31}_{-0.19}\) \(1.01^{+0.04}_{-0.03}\) \(1.59^{+0.48}_{-0.46}\) \(0.99\pm{0.02}\) \(3910.48\)
NGC 4748 \(1.06^{+0.06}_{-0.07}\) \(50.89^{+11.10}_{-31.06}\) \(4.12^{+1.25}_{-2.58}\) \(146.22^{+522.27}_{-84.96}\) \(5.34^{+0.51}_{-0.93}\) \(0.26^{+0.17}_{-0.09}\) \(0.96^{+0.12}_{-0.11}\) \(1.73^{+0.38}_{-0.40}\) \(1.20^{+0.44}_{-0.30}\) \(565.36\) \(0.35\) \(1.42\)
\(1.09\pm{0.05}\) \(51.54^{+8.67}_{-11.20}\) \(4.64^{+0.90}_{-0.86}\) - - \(0.28^{+0.16}_{-0.09}\) \(0.96\pm{0.12}\) \(1.70^{+0.40}_{-0.39}\) \(1.20^{+0.42}_{-0.31}\) \(565.01\)
NGC 5506 \(1.14^{+0.09}_{-0.15}\) \(12.00^{+13.30}_{-11.66}\) \(2.87^{+2.03}_{-1.42}\) \(91.51^{+532.05}_{-73.11}\) \(4.83^{+0.93}_{-1.72}\) \(0.05^{+0.05}_{-0.02}\) \(1.06\pm{0.03}\) \(-0.87^{+0.14}_{-0.16}\) \(0.58^{+0.06}_{-0.05}\) \(1703.15\) \(0.14\) \(1.15\)
\(1.16^{+0.09}_{-0.16}\) \(11.39^{+13.13}_{-10.76}\) \(3.05^{+1.87}_{-1.36}\) - - \(0.06^{+0.05}_{-0.02}\) \(1.05\pm{0.03}\) \(-0.88\pm{0.16}\) \(0.58\pm{0.06}\) \(1703.01\)
NGC 5548 - - - - - - - - - - -
\(1.17^{+0.08}_{-0.09}\) \(0.21^{+0.10}_{-0.07}\) \(2.83^{+0.19}_{-0.15}\) - - \(1.02^{+0.54}_{-0.33}\) \(1.00\pm{0.02}\) \(0.89^{+0.69}_{-0.70}\) \(0.92\pm{0.02}\) \(6885.00\)
NGC 6814 \(1.01^{+0.07}_{-0.08}\) \(1.39^{+0.74}_{-0.58}\) \(2.32^{+0.15}_{-0.22}\) \(114.03^{+4056.42}_{-86.17}\) \(3.99^{+1.32}_{-1.20}\) \(1.03^{+0.42}_{-0.26}\) \(0.93\pm{0.05}\) \(1.31\pm{0.55}\) \(1.00^{+0.06}_{-0.05}\) \(2308.51\) \(0.55\) \(1.74\)
\(1.05\pm{0.07}\) \(1.79^{+0.74}_{-0.52}\) \(2.46^{+0.11}_{-0.09}\) - - \(1.11^{+0.51}_{-0.30}\) \(0.90^{+0.05}_{-0.04}\) \(1.32^{+0.60}_{-0.63}\) \(1.00^{+0.06}_{-0.05}\) \(2307.96\)
NGC 7213 \(0.74^{+0.48}_{-0.50}\) \(0.05^{+0.09}_{-0.03}\) \(4.09^{+1.37}_{-1.89}\) \(4.06^{+218.12}_{-3.92}\) \(5.31^{+0.55}_{-1.30}\) \(0.07^{+0.08}_{-0.03}\) \(1.04^{+0.05}_{-0.04}\) \(1.42\pm{0.20}\) \(0.84^{+0.18}_{-0.14}\) \(1812.62\) \(-0.20\) \(0.816\)
\(0.78^{+0.45}_{-0.51}\) \(0.05^{+0.08}_{-0.03}\) \(4.31^{+1.17}_{-1.48}\) - - \(0.07^{+0.07}_{-0.03}\) \(1.05^{+0.05}_{-0.04}\) \(1.41\pm{0.20}\) \(0.85^{+0.17}_{-0.14}\) \(1812.83\)
NGC 7469 \(1.04^{+0.07}_{-0.12}\) \(0.92^{+0.29}_{-0.82}\) \(2.98^{+0.20}_{-1.60}\) \(284.26^{+51335.17}_{-282.78}\) \(3.82^{+1.40}_{-0.64}\) \(0.30^{+0.12}_{-0.07}\) \(0.98\pm{0.02}\) \(2.20^{+0.27}_{-0.28}\) \(1.03\pm{0.02}\) \(11919.66\) \(0.20\) \(1.22\)
\(1.07\pm{0.06}\) \(1.00^{+0.24}_{-0.20}\) \(3.08^{+0.14}_{-0.13}\) - - \(0.32^{+0.12}_{-0.08}\) \(0.98\pm{0.02}\) \(2.20\pm{0.32}\) \(1.03\pm{0.02}\) \(11919.46\)
PG 1448+273 \(1.04^{+0.12}_{-0.18}\) \(1.17^{+5.47}_{-1.09}\) \(1.86^{+0.41}_{-0.28}\) \(64.37^{+43.33}_{-29.95}\) \(4.26^{+1.15}_{-0.98}\) \(0.78^{+0.49}_{-0.25}\) \(1.00^{+0.06}_{-0.05}\) \(1.25\pm{0.54}\) \(0.96^{+0.33}_{-0.24}\) \(1470.62\) \(2.22\) \(9.18\)
\(1.19^{+0.07}_{-0.08}\) \(10.01^{+6.60}_{-4.23}\) \(2.71^{+0.30}_{-0.23}\) - - \(1.19^{+0.83}_{-0.43}\) \(0.97\pm{0.05}\) \(1.26^{+0.79}_{-0.76}\) \(0.95^{+0.33}_{-0.24}\) \(1468.41\)
RE J1034+396 - - - - - - - - - - -
\(0.98\pm{0.04}\) \(42.29^{+4.39}_{-4.89}\) \(4.13^{+0.86}_{-0.60}\) - - \(0.04\pm{0.01}\) \(1.31\pm{0.04}\) \(1.12^{+0.08}_{-0.09}\) \(0.94\pm{0.05}\) \(9622.11\)
RX J0439.6-5311 \(0.81^{+0.18}_{-0.36}\) \(2.38^{+8.53}_{-1.93}\) \(1.88^{+0.37}_{-0.29}\) \(112.30^{+260.15}_{-73.29}\) \(3.92^{+1.40}_{-1.33}\) \(0.20^{+0.12}_{-0.06}\) \(0.98^{+0.09}_{-0.10}\) \(0.42^{+0.25}_{-0.23}\) \(0.70^{+0.19}_{-0.14}\) \(872.77\) \(1.13\) \(3.1\)
\(0.89^{+0.14}_{-0.25}\) \(5.55^{+9.15}_{-4.03}\) \(2.18^{+0.37}_{-0.23}\) - - \(0.20^{+0.12}_{-0.06}\) \(0.91^{+0.10}_{-0.11}\) \(0.44^{+0.27}_{-0.25}\) \(0.73^{+0.20}_{-0.15}\) \(871.64\)
Zw 229-015 \(1.02^{+0.16}_{-0.49}\) \(1.00^{+1.48}_{-0.99}\) \(2.62^{+2.30}_{-1.22}\) \(5.79^{+152.54}_{-3.56}\) \(5.02^{+0.75}_{-1.22}\) \(0.87^{+0.81}_{-0.32}\) \(0.98^{+0.11}_{-0.10}\) \(0.46^{+0.66}_{-0.62}\) \(1.31^{+0.44}_{-0.34}\) \(143.46\) \(0.31\) \(1.37\)
\(1.13^{+0.11}_{-0.12}\) \(1.84^{+0.94}_{-1.03}\) \(4.20^{+1.19}_{-1.24}\) - - \(1.07^{+0.90}_{-0.43}\) \(0.97^{+0.11}_{-0.10}\) \(0.51^{+0.74}_{-0.69}\) \(1.33^{+0.41}_{-0.34}\) \(143.15\)





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