1,695 research outputs found
Most Efficient Homogeneous Volatility Estimators
We present a comprehensive theory of homogeneous volatility (and variance)
estimators of arbitrary stochastic processes that fully exploit the OHLC (open,
high, low, close) prices. For this, we develop the theory of most efficient
point-wise homogeneous OHLC volatility estimators, valid for any price
processes. We introduce the "quasi-unbiased estimators", that can address any
type of desirable constraints. The main tool of our theory is the parsimonious
encoding of all the information contained in the OHLC prices for a given time
interval in the form of the joint distributions of the high-minus-open,
low-minus-open and close-minus-open values, whose analytical expression is
derived exactly for Wiener processes with drift. The distributions can be
calculated to yield the most efficient estimators associated with any
statistical properties of the underlying log-price stochastic process. Applied
to Wiener processes for log-prices with drift, we provide explicit analytical
expressions for the most efficient point-wise volatility and variance
estimators, based on the analytical expression of the joint distribution of the
high-minus-open, low-minus-open and close-minus-open values. The efficiency of
the new proposed estimators is favorably compared with that of the
Garman-Klass, Roger-Satchell and maximum likelihood estimators.Comment: 46 pages including 17 figure
Spurious trend switching phenomena in financial markets
The observations of power laws in the time to extrema of volatility, volume and intertrade times, from milliseconds to years reported by Preis et al. (2010, 2011), are shown to result straightforwardly from the selection of biased statistical subsets of realizations in otherwise featureless processes such as random walks. The bias stems from the selection of price peaks that imposes a condition on the statistics of price change and of trade volumes that skew their distributions. For the intertrade times, the extrema and power laws results from the format of transaction dat
Bridge homogeneous volatility estimators
We present a theory of bridge homogeneous volatility estimators for log-price stochastic processes. Starting with the standard definition of a Brownian bridge as the conditional Wiener process with two endpoints fixed, we introduce the concept of an incomplete bridge by breaking the symmetry between the two endpoints. For any given time interval, this allows us to encode the information contained in the open, high, low and close prices into an incomplete bridge. The efficiency of the new proposed estimators is favourably compared with that of the classical GarmanβKlass and Parkinson estimators
Simulation of non-stationary processes in industrial centrifugal cascades of uranium enrichment
The mathematical model of non-stationary dividing processes of uranium enrichment in industrial centrifugal cascades which can be used in a computer simulator to prepare experts in dividing production and application as an expert system in the automated control system of technological circuit has been developed and realized
Π¦ΠΈΡΡΠΎΠ²Π°Ρ ΡΠΎΡΠΎΡΡΠ΅ΠΌΠΊΠ° ΠΏΡΠΎΠΈΠ·Π²Π΅Π΄Π΅Π½ΠΈΠΉ ΠΆΠΈΠ²ΠΎΠΏΠΈΡΠΈ
Π Π°Π±ΠΎΡΠ° ΠΏΠΎΡΠ²ΡΡΠ΅Π½Π° ΠΎΠ±Π·ΠΎΡΡ ΠΏΡΠ±Π»ΠΈΠΊΠ°ΡΠΈΠΉ Π² ΠΎΠ±Π»Π°ΡΡΠΈ ΡΠΈΡΡΠΎΠ²ΠΎΠΉ ΡΠΎΡΠΎΡΡΠ΅ΠΌΠΊΠΈ ΠΏΡΠΎΠΈΠ·Π²Π΅Π΄Π΅Π½ΠΈΠΉ ΠΈΡΠΊΡΡΡΡΠ²Π°. ΠΠ½Π°Π»ΠΈΠ· ΠΎΠΏΡΠ±Π»ΠΈΠΊΠΎΠ²Π°Π½Π½ΡΡ
ΡΠ°Π±ΠΎΡ ΠΏΠΎΠΊΠ°Π·Π°Π», ΡΡΠΎ Π΄Π°Π½Π½Π°Ρ ΡΠ΅ΠΌΠ° Π½Π΅Π΄ΠΎΡΡΠ°ΡΠΎΡΠ½ΠΎ ΠΎΡΠ²Π΅ΡΠ΅Π½Π° Π² ΠΎΡΠ΅ΡΠ΅ΡΡΠ²Π΅Π½Π½ΠΎΠΉ Π»ΠΈΡΠ΅ΡΠ°ΡΡΡΠ΅ β ΠΎΡΡΡΡΡΡΠ²ΡΠ΅Ρ ΠΎΠ±ΡΠ΅ΠΏΡΠΈΠ½ΡΡΠ°Ρ ΠΌΠ΅ΡΠΎΠ΄ΠΈΠΊΠ° ΠΎΡΠ΅Π½ΠΊΠΈ ΠΊΠ°ΡΠ΅ΡΡΠ²Π° ΡΠΈΡΡΠΎΠ²ΡΡ
ΠΊΠΎΠΏΠΈΠΉ ΠΏΡΠΎΠΈΠ·Π²Π΅Π΄Π΅Π½ΠΈΠΉ ΠΆΠΈΠ²ΠΎΠΏΠΈΡΠΈ. Π ΡΠ°Π±ΠΎΡΠ΅ ΡΠΈΡΡΠ΅ΠΌΠ°ΡΠΈΠ·ΠΈΡΠΎΠ²Π°Π½Ρ ΡΡΠ΅Π±ΠΎΠ²Π°Π½ΠΈΡ ΠΊ ΡΠ΅Ρ
Π½ΠΎΠ»ΠΎΠ³ΠΈΠΈ ΠΏΠΎΠ»ΡΡΠ΅Π½ΠΈΡ ΡΠΈΡΡΠΎΠ²ΡΡ
ΠΊΠΎΠΏΠΈΠΉ, ΡΠ°ΠΊΠΈΠ΅ ΠΊΠ°ΠΊ ΠΏΠΎΡΡΠ΄ΠΎΠΊ ΡΡΠ΅ΠΌΠΊΠΈ ΠΈ ΡΠΎΡΠΎΠ³ΡΠ°ΡΠΈΡΠ΅ΡΠΊΠΈΠ΅ ΠΏΡΠΈΠ΅ΠΌΡ, ΠΏΡΠ΅Π΄ΡΡΠ°Π²Π»Π΅Π½Π° ΠΎΡΠΈΠ³ΠΈΠ½Π°Π»ΡΠ½Π°Ρ ΠΌΠ΅ΡΠΎΠ΄ΠΈΠΊΠ° ΡΠΎΡΠΎΠ³ΡΠ°ΡΠΈΡΠΎΠ²Π°Π½ΠΈΡ.The work presents a review of publications in the field of digital photography works of art. This subject is poorly lit β is absent common method of evaluation of the quality digital copies works of art. Requirements for the technology of digital copies, such as shooting sequence and photographic receptions were systematized in the article. The original technique of photographing presented
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