PRACTICAL ASPECTS OF THE APPLICATION OF AUTOCORRELATION ANALYSIS TO PREDICT THE PERFORMANCE OF AN ENTERPRISE
Abstract and keywords
Abstract:
The article discusses the applied aspects of time series analysis in the context of operational and strategic planning tasks at an enterprise. Special attention is paid to the autocorrelation method as a tool for identifying internal dependencies in the data structure. Using the example of quarterly data on the output of a conditional manufacturing enterprise, the method of constructing a correlogram and interpreting autocorrelation coefficients for various time lags is demonstrated. Conclusions are drawn about the presence of a stable trend and a seasonal component, which makes it possible to increase the accuracy of short-term forecasts. The results of the study can be used in the practice of financial and production management.

Keywords:
time series, autocorrelation, correlogram, forecasting, seasonality, lag
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References

1. Artamonov N.V. Vvedenie v ekonometriku: uchebnoe posobie. – M.: MCNMO, 2022. – 204 s.

2. Kremer N.Sh., Putko B.A., Trishin I.M. Matematika dlya ekonomistov. Ot arifmetiki do ekonometriki: uchebno-spravochnoe posobie. – M.: Yurayt, 2021. – 724 s.

3. Gladilin A.V., Gerasimov A.N., Gromov E.I. Praktikum po ekonometrike. – M.: Feniks, 2021. – 336 s.

4. Berndt E. Praktika ekonometriki. Klassika i sovremennost'. – M.: Yuniti-Dana, 2020. – 848 s.

5. Astaf'ev, R. U. Mnogoaspektnyy analiz slozhnyh ierarhicheskih sistem / R. U. Astaf'ev // FUNDAMENTAL'NAYa i PRIKLADNAYa NAUKA: SOSTOYaNIE i TENDENCII RAZVITIYa : sbornik statey LIII Mezhdunarodnoy nauchno-prakticheskoy konferencii, Petrozavodsk, 20 noyabrya 2025 goda. – Petrozavodsk: Mezhdunarodnyy centr nauchnogo partnerstva «Novaya Nauka» (IP Ivanovskaya I.I.), 2025. – S. 94-97. – EDN ALYBTX.

6. Astaf'ev, R. U. Mnogomernoe prostranstvo metodov sravneniya ierarhiy / R. U. Astaf'ev // Nauka segodnya: aktual'nye issledovaniya : Sbornik statey II Vserossiyskoy nauchno-prakticheskoy konferencii, Petrozavodsk, 17 noyabrya 2025 goda. – Petrozavodsk: Mezhdunarodnyy centr nauchnogo partnerstva "Novaya Nauka" (IP Ivanovskaya I.I.), 2025. – S. 314-318. – EDN KGAYAZ.

7. Mathematical modeling of epidemic dynamics and disease spread using the SIR model / A. Sidorov, R. Astaf'ev, T. Gorshunova, T. Morozova // Moscow Economic Journal. – 2025. – Vol. 10, No. 11. – P. 45-66. – DOIhttps://doi.org/10.55186/2413046X_2025_10_11_246. – EDN HELSMS.

8. Sidorov, A. A. Voprosy nahozhdeniya koefficentov harakteristicheskogo uravneniya matricy bol'shoy razmernosti v kurse lineynoy algebry dlya studentov tehnicheskih vuzov / A. A. Sidorov // Innovacionnye tehnologii v elektronike i priborostroenii : sbornik dokladov Rossiyskoy nauchno-tehnicheskoy konferencii s mezhdunarodnym uchastiem Fiziko-tehnologicheskogo instituta RTU MIREA, Moskva, 16–17 aprelya 2020 goda. Tom 1. – Moskva: MIREA - Rossiyskiy tehnologicheskiy universitet, 2020. – S. 302-309. – EDN JNCUEM.

9. Sidorov, A. Market and credit risk in the modern banking system / A. Sidorov, T. Igonina // International Journal of Applied Sciences and Technology Integral. – 2025. – No. 4. – P. 50-61. – DOIhttps://doi.org/10.55186/2658-3569-2026-50-61. – EDN WCHWNL.

10. Sidorov, A. A. Voprosy nahozhdeniya formul summ stepennyh ryadov natural'nyh chisel v kurse lineynoy algebry dlya studentov tehnicheskih vuzov / A. A. Sidorov // Perspektivnye materialy i tehnologii (PMT-2025): Sbornik dokladov Nacional'noy nauchno-tehnicheskoy konferencii s mezhdunarodnym uchastiem, Moskva, 07–12 aprelya 2025 goda. – Moskva: MIREA - Rossiyskiy tehnologicheskiy universitet, 2025. – S. 1444-1454. – EDN IKYSTV.

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