• ufos and missing persons (1/n)

    From MrPostingRobot@kymhorsell.com@1:229/2 to All on Thursday, January 28, 2021 20:56:53
    XPost: alt.ufo.reports

    EXECUTIVE SUMMARY:
    - There is a large folklore connected with "UFO abduction". While
    some psychiatrists are sure this is a modern mass psychosis, some
    others are not so sure.
    - From FBI missing persons data we find there are significant
    correlations between UFO activity and changes the number of missing
    persons.
    - Some categories of missing persons are not connected with UFO
    activity.
    - Apparently young and disabled persons are more likely to become
    missing after an up-tick in UFO activity than people with abusive
    partners or someone whose home is destroyed by an earthquake.
    - The patterns of which missing person groups are associated with UFO
    activity and which are not apparently associated suggests planning
    may be involved.


    So far we've looked at several ways UFO's apparently interact with the
    world, mostly leaving zero or very slight footprints. Apart from
    apparently being connected with mass fish and dolphin deaths, increased
    UFO activity so far does not seem to have any negative connotations.

    But that may now change.

    The connections between UFO's and missing persons is urban lore of
    relatively long-standing. An unusually large number of people believe
    they have been visited and sometimes abducted by "aliens".

    While many aspects of the stories appear to be dream-like, and many down-players point out an unusually large number of abduction cases
    seem to occur when the victims were in bed, some high-0profile
    psychiatrists have argued there are just so many cases and they have
    so much detail in common they must refer to something real.

    Harvard prof John Mack was initially interested in alien abductions as
    an exercise in analysing an unusual mass psychosis perhaps similar to
    the old European belief in "night mare"/nachtmerrie/nachtmahr -- a
    demon or goblin that tormented people with bad dreams.

    But after years interviewing patients he says he was reluctantly
    forced to conclude many cases may be actual, if not misrepresented by
    the patient, events.

    Mack rode out years of ridicule from his peers for his ideas. It's
    said other psychiatrists yelled out at conferences whether he had been
    declared insane yet.

    But is there any evidence for the idea that UFO activity could be
    connected with abductions or missing persons?

    It's easy enough to check. The FBI maintains a missing person database
    with data maintained on different categories of missing people. At
    least since 2015 there are monthly data available. Before that there
    are annual summaries back to the 1990s.

    As in other studies I'll use the NUFORC database as a proxy for UFO
    activity. I'll use a simple time-series regression s/w to match monthly
    numbers of different categories of missing persons published in FBI
    reports against monthly sightings from NUFORC. At this point we wont
    try to break down sightings by type, but subsequent posts will try to
    point at characteristics of UFO sightings that seem to relate more to
    missing persons than others. In some cases certain activity seems to
    relate to the "return" of missing persons.

    Seeing whether monthly UFO sightings "predict" different types of
    monthly missing person reports finds:

    Category Filter Trans Binning R2 \beta
    INV 1.5 - 40 0.75219078 0.0973474
    OTHER 1 - 10 0.39129340 0.592367
    JUV 1 - 10 0.16165318 0.824093
    DIS 1 log 9 0.06841812 20.3069

    The "category" column is the FBI missing person category. In recent
    reports there are 6 categories: juvenile, endangered, involuntary,
    disabled, catastrophe, and other.

    The software used very strong criteria to test whether UFO activity
    predicted changes (either increase or decrease) in missing persons
    month by month. In 4 out of the 6 categories it found a relationship
    that tested at 90% confidence or more in 2 statistical tests -- a
    T-test on the TS-adjusted \beta and a rank test on the ordering on
    data records by "x" compared with "y". In addition, if there are fewer
    than 10 points in the final binning model it is discarded. The final
    results are meant to be "convincing" as well as statistically
    robust. :)

    It seems the only categories of missing persons NOT apparently
    connected with UFO activity are "catastrophe" -- missing people
    associated with an earthquake, tornado, or a road train driving their
    their bedroom by accident. And there is no apparent link with
    "endangered" victims -- those known to have gone missing in
    circumstances where they were in some kind of danger or threat from
    significant other or other reasons.

    The "most certain" model is the top one. "INV" means the missing
    person disappeared in circumstances that suggest it was
    involuntary. For every 100 UFO sightings in months between 2015-2020
    there were about 10 involuntary missing persons. For comparison,
    the average net INV per month over the period was around 30.

    Let's look at the model in detail to see "how convincing" it looks:

    (AUTO CORR CORRECTION; estimated rho = -0.163019)
    y = 0.0973474*x + -15.7542
    beta in 0.0973474 +- 0.0367351 90% CI
    alpha in -15.7542 +- 23.6245
    P(beta>0.000000) = 0.999424
    r2 = 0.75219078
    calculated Spear man corr = 0.745455
    Critical Spear man = 0.564000 2-sided at 5%; reject H0:not_connected

    Bin label av #UFO av #new model-estimated
    sightings/mo missing "INV" new missing INV cases
    2019.12 242.981 33.625 7.89937*
    2018.79 299.559 1.5 13.4071
    2019.29 360.856 16.9231 19.3742
    2018.54 443.188 27.5833 27.389
    2019.62 505.259 28.7 33.4315
    2016.62 564.114 22 39.1608*
    2019.71 621.36 59.75 44.7336*
    2019.88 688.57 61.3333 51.2763
    2019.96 739.625 45.25 56.2464
    2015.88 886.832 73 70.5766

    The s/w is a binning time-series regression. It collects the data into
    similar bins -- in this instance months between 2015 and 2020 -- and
    averages all the points allocated to that bin. This produces an
    improved or smoothed estimate of "x" and "y" for 1 case in the
    regression. The binning operates to maximize the R2 robustly. The R2
    number shows what fraction of the "y" (INV cases numbers per month)
    data change in the same way as the "x" data (UFO sightings per month).

    The "*" at the end of some lines shows points that are not close to
    the regression line. It turns out only 3 out of 10 points are not "statistically close" to the trend line. The T-test says this can only
    happen by luck 0.01% of the time. The Spearman test says the ordering
    of the data by the missing person column is so similar to the data
    ordered by the UFO sightings column it could only happen 10% of the
    time just by luck. Together the 2 tests point at a real association
    between UFO sightings and a small but measurable "involuntary"
    missing persons per month is highly likely.

    The other models have a lower R2 meaning the \beta is less certain.

    E.g. for the OTHER category every 100 UFO sightings corresponds with
    around 59 "other" missing persons and with around 82 missing juveniles
    (a person <21 and not meeting any of the other categories, according
    to FBI definitions). Finally, there is also a relationship between
    UFO sightings and "disabled" persons. Unlike the other models this is
    based on the logarithm of the number of UFO sightings. If the number
    of sightings doubles it corresponds to an increase in missing disabled
    persons of around 14.

    The exact causal connection between UFO sightings and increases (or
    decreases) in the number of missing Americans cant be determined from
    these data. It is possible that e.g. for the "disabled" category
    perhaps a bright light in the sky caused someone less able to cope
    with a surprising occurrence to leave home and disappear.

    But the pattern of which categories are associated, how much they are associated, and which categories are not associated indicates the
    causal link may be as basic as many suspect.

    And as I mentioned above, there are features of UFO sightings that
    seems to suggests missing people can re-appear after certain types of
    UFO activity. According to folklore they may not remember what happened.

    --
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    --- SoupGate-Win32 v1.05
    * Origin: www.darkrealms.ca (1:229/2)