phi factor normal distribution ϕ(x/µ;σd;n) = e^(-n*(ln(x/µ)/ln(σd))²)

standard probability factor distribution = σ(ϕ;n) = σ^(±ζ(ϕ;n) = σ^±√(-ln(ϕ)/n) = x(ϕ;n)/µ

standard probability factor distribution sigma zeta phi deisenroth σ(ϕ;n) = σ^(±ζ(ϕ;n) = σ^±√(-ln(ϕ)/n) = x(ϕ;n)/µ

standard probability factor sigma = σ

σ = e^(2∗ln(µari/µgeo))^0¸5 = true standard probability factor sigma

sd = e^(2∗ln(xari/xgeo))^0¸5 = estimated standard probability factor sigma deisenroth

true arithmetic mean (µari) and true geometric mean (µgeo or µ)

µari = true arithmetic mean (wahrer arithmetischer mittelwert)

µgeo = true geometric mean (wahrer geometrischer mittelwert)

estimated arithmetic mean (xari) and estimated geometric mean (xgeo)

xari = estimated arithmetic mean (geschätzter arithmetischer mittelwert)

xgeo = estimeted geometric mean (geschätzter geometrischer mittelwert)

xgeo(xi;n) = e^(1/n*((ln(x1)+ln(x2)+.....+ln(xn)))

xgeo(sdi;n) = xari/e^(0,5*ln(sd)^2)

probability factor distribution sigma zeta phi deisenroth

σ(ϕ) = σ^±ζ= x/µ

ϕ(x) = e^(-n*((ln(x/µ))/(ln(σ))²)

ϕ(σ) = e^(-n*((ln(x(ϕ;n)/µ))/(ln(σ))²)

ζ(ϕ;n) = ±√(-ln(ϕ)/n)

limit factor sigma deisenroth

σd(ϕd;n) = σd^(±ζd(ϕd;n) = x(ϕd;n)/µgeo

limit factor phi deisenroth

ϕd(σd;n) = e^(-n*((ln(x(ϕd;n)/µgeo))/(ln(σd))²)

limit exponent zeta deisenroth

ζd(ϕd;n) = ±√(-ln(ϕd)/n)

probability limit factor sigma deisenroth σd(ϕd;n) = σd^(±ζd(ϕd;n) = σd^±√(-ln(ϕd)/n) = x(ϕd;n)/µgeo

sigma zeta phi diagram deisenroth

Project Definition

question:

σxgeo(ϕd;n)=?

hypothesis:

σd(ϕd;n) = x(ϕd;n)/µgeo = σd^(±√((-ln(ϕd)/n)))

σxgeo(ϕd;n) = xgeo(ϕd;n)/µgeo = σd^-(((√-ln(ϕd))*-2*ϕd)/n^0,5)

test:

monte carlo simulation excel xgeo(n)*sd(n); (N = 10000)

excel random generator scattering probability limit factor normal distribution sigma zeta phi deisenroth

x(ϕd)/µgeo = ?

x(ϕd)/µgeo = σd^(±√((-ln(ϕd))))

= σd^(((GANZZAHL((EXP(LN((0,5+ZUFALLSZAHL())))))-0,5)*2)*((-LN(ZUFALLSZAHL()))^0,5))

scattering probability limit factor normal distribution sigma zeta phi deisenroth

σd(ϕd;n) = σd^±ζd(ϕd;n) = x(ϕd;n)/µgeo

σd(ϕd;n)= σd^±√(-ln(ϕd)/n)= x(ϕd;n)/µgeo

ϕd(x;n) = e^(-n*((ln(x/µgeo))/(ln(σd))²)

x(ϕd;n) = µgeo∗σd^±√(-ln(ϕd)/n)

ϕd(σd;n) = e^(-n*((ln(x(ϕd;n)/µgeo))/(ln(σd))²)

ζd(ϕd;n) = ±√(-ln(ϕd)/n)

true arithmetic mean (µari) and true geometric mean (µgeo)

µari = true arithmetic mean (wahrer arithmetischer mittelwert)

µgeo = true geometric mean (wahrer geometrischer mittelwert)

estimated arithmetic mean (xari) and estimated geometric mean (xgeo)

xari = estimated arithmetic mean (geschätzter arithmetischer mittelwert)

xgeo = estimeted geometric mean (geschätzter geometrischer mittelwert)

xgeo(xi;n) = e^(1/n*((ln(x1)+ln(x2)+.....+ln(xn)))

xgeo(sdi;n) = xari/e^(0,5*ln(sd)^2)

probability limit base sigma deisenroth

σd(µari/µgeo) = e^(2∗ln(µari/µgeo))^0¸5

probability limit factor sigma deisenroth

σd(ϕd;n) = σd^(±ζd(ϕd)/n^0,5) = x(ϕd;n)/µgeo

σd(ϕd;n=1)= σd^±√(-ln(ϕd)) = x(ϕd)/µgeo

x(ϕd;n=1) = µgeo∗σd^±√(-ln(ϕd))

x(ϕd;n>1) = µgeo∗σd^±√(-ln(ϕd)/n)

probability limit exponent zeta deisenroth

ζd(ϕd;n) = ±√(-ln(ϕd)/n)

probablity limit factor phi deisenroth

ϕd(σd;n) = e^(-n*((ln(x(ϕd;n)/µgeo))/(ln(σd))²)

standard probability limit base sigma deisenroth

standard probability limit factor sigma deisenroth

σd(µari/µgeo) = e^(2∗ln(µari/µgeo))^0¸5

standard probability limit exponent zeta deisenroth

ζd(ϕd=0,368) = 1

standard probability limit factor phi deisenroth

ϕd(ζd=1) = e^-ζd² = e^-1² = 0,368

standard sigma deisenroth

σd(µari/µgeo) = e^(2∗ln(µari/µgeo))^0¸5

standard zeta deisenroth

ζd(ϕd=0,368) = 1

standard phi deisenroth

ϕd(ζd=1) = e^-ζd² = e^-1² = 0,368

confidence limit base deisenroth

σd(µari/µgeo) = e^(2∗ln(µari/µgeo))^0¸5

confidence limit factor sigma deisenroth

σd(ϕd;n) = σd^(±ζd(ϕd)/n^0,5)

confidence limit exponent zeta deisenroth

ζd(ϕd) = ±√(-ln(ϕd))

σd(µari/µgeo) = e^(2∗ln(µari/µgeo))^0¸5

confidence limit factor phi deisenroth

ϕd(σd;n) = e^(-n*((ln(x(ϕd;n)/µgeo))/(ln(σd))²)

standard confidence limit factor sigma deisenroth

σd(µari/µgeo) = e^(2∗ln(µari/µgeo))^0¸5

standard confidence limit exponent zeta deisenroth

ζd(ϕd=0,368) = 1

standard confidence limit factor phi deisenroth

ϕd(ζd=1) = e^-ζd² = e^-1² = 0,368

scattering factors (Streufaktoren)

σd = e^(2∗ln(µari/µgeo))^0¸5 = true standard scattering factor sigma deisenroth (wahrer Standardstreufaktor)

sd = e^(2∗ln(xari/xgeo))^0¸5 = estimated standard scattering factor sigma deisenroth (geschätzter Standardstreufaktor)

σari = µari/µgeo = e^(0,5∗(ln σd)^² ) = true µari scattering factor (wahrer Aristreufaktor)

sari = xari/xgeo = e^(0,5∗(ln sd)^²) = estimated xari scattering factor (geschätzter Aristreufaktor)

σp = σd(ϕd;n)*x/µgeo = true scattering factor product (wahres Streufaktorprodukt)

sp = sd*xgeo/µgeo = estimated scattering factor product (geschätztes Streufaktorprodukt)

σgeo = µgeo/µgeo = 1 = true µgeo scattering factor (wahrer µgeo Streufaktor)

sgeo = xgeo/xgeo = 1 = estimated xgeo scattering factor (geschätzter xgeo Streufaktor)

σxgeo = xgeo/µgeo = true xgeo scattering factor (wahrer xgeo Streufaktor)

σµgeo(n,%) = µgeo(n,%)/µgeo(100%) = true µgeo scattering factor (wahrer µgeo Streufaktor)

σxgeo(n,%) = xgeo(n,%)/xgeo(100%) = true xgeo scattering factor (wahrer xgeo Streufaktor)

σd(n,%) =x(n,%)/µgeo =σd^(ζd(%)/n^0,5)= true x confidence limit factor sigma deisenroth (wahrer µgeo Vertrauensgrenzfaktor)

σd(n,%)=µgeo(n,%)/µgeo=σd^(ζd(%)/n^0,5)=true µgeo confidence limit factor sigma deisenroth (wahre µgeo Vertrauensgrenze)

CLd(n,%,σd) = σd^(ζd(%)/n^0,5) * x = true x confidence limit deisenroth (wahre x Vertrauensgrenze)

sd(n,%) = xgeo(n,%,sd)/xgeo = estimated xgeo confidence limit factor deisenroth (gesch. VGF)

CLd(n,%,sd) = estimated xgeo confidence limit deisenroth (geschätzte Vertrauensgrenze)

extreme limit factors (extreme Grenzfaktoren)

sd(n,100%) = sd^±(ζd(100%)/n^0,5) = sd^(±0/n^0,5) = 1 = xgeo(n,100%)/xgeo(100%) = 1

sd(n,0%) = sd^±(ζd(0%)/n^0,5) = sd^±(∞/n^0,5) = ∞/1 and 1/∞ = ∞/xgeo(100%) and xgeo(100%)/∞=0

sd(n,100%) = 1

sd(n,0%) = 0 and ∞

σd(n,100%) = 1

σd(n,0%) = 0 and ∞

σd(n,36,8%) = σd^(1/n^0,5)

confidence limit exponent zeta deisenroth

ζdij = ln(xgeo_j/xgeo_i)/(ln(σd_i)/√n_i+ ln(σd_j)/√n_j) = true confidence limit exponent zeta deisenroth ij

Zdij=?= estimated confidence limit exponent zeta deisenroth ij

xgeo_i = estimated geomean i

σd_i = true standard scattering factor simga deisenroth i

sd_i = estimated standard scattering factor simga deisenroth i

probability phi deisenroth ϕd(ζd)

ϕd(ζd) = e^-ζd² = true probability phi deisenroth

Pd(Zd) = e^-Zd² = estimated probability phi deisenroth

probability limit phi deisenroth ϕdij(ζdij)

ϕdij(ζdij) = e^-ζdij² = true probability limit phi deisenroth

Pdij(Zdij) = e^-Zdij² = estimated probability limit phi deisenroth

probability exponent zeta deisenroth ζd(ϕd)

ζd(ϕd) = ±√(-ln(ϕd)) = true probablitiy exponent zeta deisenroth

Zd(Pd) = ±√(-ln(Pd))= estimated probablitiy exponent zeta deisenroth

probability limit exponent zeta deisenroth ζdij(ϕdij)

ζdij(ϕdij) = ±√(-ln(ϕdij))= true probablitiy limit exponent zeta deisenroth ij

Zdij(Pdij) = ±√(-ln(Pdij))= estimated probablitiy limit exponent zeta deisenroth ij

probability limit factor sigma deisenroth σdij

σdij = σd_i^(ζdij/ni^0,5) = true probability limit factor sigma deisenroth ij

sdij = ? = estimated probability limit factor sigma deisenroth ij

probability limit factor sigma deisenroth σdi(ζdi;ni)

σdi(ζdi;ni) = σd_i^(ζdi/ni^0,5) = true probability limit factor sigma deisenroth i

sdi(Zdi,ni) = ? = estimated probability limit factor sigma deisenroth i

probability limit factor sigma deisenroth σd(%;n)

σd(%;n) = σd^(ζd(%)/n^0,5) = x(%;n)/µgeo = true xgeo probability limit factor sigma deisenroth

sd(%;n) = ? = xgeo(%;n)/µgeo = estimated xgeo probability limit factor sigma deisenroth

standard probability limit factor sigma deisenroth σd

σd = e^(2∗ln(µari/µgeo))^0¸5 = true standard probability limit factor sigma deisenroth

sd = e^(2∗ln(xari/xgeo))^0¸5 = estimated standard probability limit factor sigma deisenroth

Impressum

Frank Deisenroth

Seligenstädter Weg 4

63796 Kahl am Main

Tel.: 0179 / 110 3096

deisenroth@gmail.com

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