
Ukulawulwa kobungozi ekuhwebeni kwe-Forex
October 6, 2024
Yiziphi izimpawu ze forex ezisebenzayo
October 7, 2024Waba yisigidigidi ngobusuku obubodwa nge -Crypto Signals Trading Ukuba yisigidigidi ngobusuku obubodwa ngokuhweba ngezibonakaliso ze-crypto kuyinto engavamile futhi eyingozi kakhulu. Nakuba kungenzeka ukwenza inzuzo enkulu ngosizo lwezibonakaliso ze-crypto , kubalulekile ukuqonda ama-nuances, izingozi, kanye nezingibe ezingaba khona eziza nale ndlela yokuhweba . Nasi isifinyezo sokuhweba ngezibonakaliso ze-crypto , amaqiniso angemuva kwakho, kanye nezinyathelo ezidingekayo ukuze uhlanganyele kukho ngempumelelo.
Yiziphi Izimpawu Ze-Crypto?
Izimpawu ze-Crypto ziyizincomo zokuhweba ezinikezwa abadayisi abangochwepheshe noma izinhlelo ezizenzakalelayo, ezibonisa ukuthi kufanele zithengwe noma zithengiswe nini i-cryptocurrency ukuze kwandiswe inzuzo. Lezi zimpawu zisekelwe ezinhlotsheni ezahlukene zokuhlaziya, okuhlanganisa:
- Ukuhlaziya Technical: Ukusebenzisa izinkomba, amaphethini eshadi, namathrendi.
- Ukuhlaziya Esiyinhloko: Ukuhlola inani eliyisisekelo le-cryptocurrency noma amandla ayo okutholwa.
- Imizwa Yezimakethe: Ukuhlaziya isimo sengqondo esijwayelekile semakethe noma umuzwa wenkundla yezokuxhumana mayelana nezinhlamvu zemali ezithile.
Izimpawu ngokuvamile ziqukethe okulandelayo:
- Indawo yokungena: Inani okufanele uthenge ngalo i-cryptocurrency.
- Thatha Amazinga Enzuzo: Amaleveli entengo anqunywe kusengaphambili lapho ungakhiyela khona inzuzo.
- Misa Ukulahlekelwa: Iphuzu lentengo lokuphuma ekuhwebeni uma liphikisana nawe ukukhawulela ukulahlekelwa.
Ukuthi Izimpawu Ze-Crypto Zingakwenza Kanjani Ucebe
- Ukusebenzisa Ubuchwepheshe: I-Crypto abahlinzeki besignali bavame ukuba namathuluzi athuthukile, ulwazi lwemakethe, noma ulwazi lwangaphakathi, olubenza bakwazi ukunikeza izincomo zokuhweba ezisezingeni eliphezulu ezingase ziveze inzuzo enkulu.
- Ukuzuza Okusheshayo: Imvelo eguquguqukayo kakhulu ye crypto kusho ukuthi ngelungelo amasignali, inzuzo enkulu ingenziwa ngokushesha. Ezimweni ezimbi kakhulu, izimakethe zingabona umnyakazo we-10-20% ngemizuzu noma amahora.
- Trading Trading: Abanye abadayisi basebenzisa sebenzisa (izimali zokuboleka) ukuze kwandiswe inzuzo. Ngelungelo amasignali futhi efanele ukulawulwa kwezinhlekelele, inzuzo ephezulu ukuhweba ingashintsha ukutshalwa kwezimali okuncane kube yimbuyiselo enkulu.
Izinselele kanye Nezingozi
- Ukuguquguquka Kwemakethe: Yona kanye imvelo ye crypto izimakethe zibenza bangaqageleki kakhulu. Izintengo zingashintshashintsha kakhulu ngezikhathi ezifushane, okuholela enzuzweni noma ekulahlekelweni okukhulu.
- Imikhonyovu Nabahlinzeki Bezimpawu Abakhohlisayo: I crypto isikhala sigcwele abalingisi abangalawuleki nabakhwabanisayo. Abahlinzeki bezimpawu abaningi bathembisa izinzuzo ezingenangqondo ukuze bahehe abahwebi kodwa banganikeza ikhwalithi ephansi noma edukisayo amasignali.
- Amafulegi Abomvu: Amaqembu esignali athembisa inzuzo "eqinisekisiwe", imbuyiselo eyihaba, noma acele izinkokhelo zangaphambili ngaphandle kokubonisa ngale.
- Sebenzisa Ubungozi: Ngenkathi sebenzisa ingakhuphula inzuzo, ingakhulisa nokulahlekelwa. Ukunyakaza okukodwa okungalungile ekuhwebeni okunamandla kakhulu kungasula yonke i-akhawunti ngemizuzu.
- Ukuthembela ngokweqile kumaSignali: Kuye kuphela amasignali ngaphandle kokuqonda isizathu sazo kushiya abahwebi besengozini. Izimo zemakethe zishintsha ngokushesha, nokulandela amasignali ngobumpumputhe kungaholela ekulahlekelweni okukhulu.
- Izinkinga zesikhathi kanye ne-Liquidity: Izimpawu ze-Crypto zidinga isikhathi esiqondile. Ukubambezeleka ekusebenziseni noma ekungeneni ezimakethe ezinemali ephansi kungase kusho ukuthi amanani ayasuka endaweni enconyiwe yokungena, ehlise inzuzo engaba khona noma abangele ukulahlekelwa.
Amathiphu empumelelo nge-Crypto Signals Trading
- Cwaninga Umhlinzeki Wezimpawu:
- Idumela: Sebenzisa kuphela amasignali emithonjeni ethembekile. Bheka amaqembu anezibuyekezo ezinhle, amarekhodi ethrekhi asobala, kanye nomphakathi wabasebenzisi abanelisekile.
- Transparency: Abahlinzeki bezimpawu ezinhle bachaza izizathu zokuhweba kwabo futhi babelane ngemilando yokusebenza.
- Risk Management:
- Sebenzisa ama-Stop-Loss Orders: Lonke uhwebo kufanele lube nokulahlekelwa kokuyeka ukuze kuncishiswe ukulahlekelwa okungaba khona uma imakethe iphikisana nawe.
- Kungani Ungadingi Ukuphathwa Kwengcebo Yendabuko Uma Une-FxPremiere
- Usayizi Wesikhundla: Ungalokothi uzifaka engozini engaphezu kwalokho ongakwazi ukukukhokhela. Noma ngamandla amasignali, ukulahlekelwa ukuhweba akunakugwenywa.
- Gwema Ukusebenzisa Kakhulu: Sebenzisa sebenzisa ngokuqapha ukuphatha ubungozi ngendlela efanele.
- Hlanganisa Izimpawu Nokuhlaziya Kwakho:
- Thuthukisa Ulwazi: Funda ukuhlaziywa kobuchwepheshe nokuyisisekelo ukuze uhlole amasignali ngokwakho. Lokhu kukusiza ukuthi wenze izinqumo ezinolwazi futhi ugweme ukuthembela kwabanye kuphela.
- Iliphi iqembu lesignali lamahhala le-crypto kuTelegram?
- Qinisekisa Izimpawu: Hlola ukuthi isignali iyahambisana yini nokuhlaziya kwakho ngaphambi kokungenela uhwebo. Uma ungabaza, phuma ekuhwebeni.
- Hlukanisa Ukuhwebelana Kwakho:
- Amafa amaningi: Sabalalisa ukuhweba kwakho ezindaweni ezahlukene cryptocurrencies esikhundleni sokubeka yonke imali yakho enkulu empahleni eyodwa.
- Gwema I-FOMO (Ukwesaba Ukuphuthelwa): I-Crypto izimakethe zingaba nemizwelo. Hlala uziphethe futhi ugweme ukugxumela kwezohwebo ngenxa nje ye-hype noma ukwesaba ukuphuthelwa yinzuzo.
Izimpawu eziphezulu ze-Crypto Online
- Sebenzisa Ngokufanele:
- Umbono Wesikhathi Eside:
- Ngenkathi amasignali ingase ikusize wenze izinzuzo zesikhashana, ukwakha ingcebo ku crypto ukuhweba ngokuvamile kudinga isu lesikhathi eside nokuqonda imijikelezo yemakethe.
Ungaba Isigidigidi Ngobusuku Bonke?
Kuyenzeka, kodwa akunakwenzeka kakhulu, futhi kuza nezingozi ezinkulu:
- Inhlanhla vs. Skill: Izindaba zempumelelo zasebusuku ngokuvamile zibandakanya inhlanganisela yenhlanhla nezimo zemakethe ezihlukile, ezingajwayelekile.
- Ukusimama: Nakuba ungase ubone ukuwina okukhulu okukodwa noma okubili, ukwenza inzuzo eshintsha impilo ngokungaguquki ngaphandle kwengozi enkulu kuyinselele, ikakhulukazi ezimakethe ezishintshashintshayo.
Indlela Engokoqobo
- Gxila Ekuhambisaneni: Kunokuba uphokophele impumelelo yasebusuku nje, gxila enzuzweni engashintshi, ekhuphukayo. Izinzuzo ezincane, lapho zihlanganiswa ngokuhamba kwesikhathi, zingakha ingcebo enkulu.
- Phatha Imizwa: Gwema ukuhaha nokwesaba. Abadayisi abaningi balahlekelwa ingcebo yabo ngokweqisa noma ngokuhweba ngokuphishekela ingcebo esheshayo.
Ungaba Kanjani Isigidi Ekuhwebeni Kwe-Forex: Umhlahlandlela Ophelele
Isiphetho
Nakuba ukuhweba ngezimpawu ze-crypto kungaholela enzuzweni enkulu noma ngisho nasesikhundleni sokuba yisigidigidi, akuyona indlela eqinisekisiwe eya empumelelweni futhi igcwele izingozi. Ukuze wandise amathuba akho, kubalulekile ukuthi:
- Sebenza nabahlinzeki besignali abathenjwayo, abangafihli lutho.
- Izimpawu ezihamba phambili ze-Crypto ngo-2024
- Faka isicelo esiqinile ukulawulwa kwezinhlekelele.
- Qonda imakethe futhi uhlanganise amasignali ngokuhlaziya kwakho.
Kubalulekile ukuqaphela ukuthi amathuba okuba yisigidigidi ngobusuku obubodwa mancane, futhi ukuphishekela isu elilinganiselayo nelihlala isikhathi eside ngokuvamile kuyindlela engcono kakhulu yokufeza impumelelo ekuhwebeni.
Umthelela Wokuhweba Ngezimpawu Ze -Cryptocurrency Ekuqongeleleni Ingcebo Ngobusuku Obunye: Ukuhlaziywa
1. Isingeniso
Ukusayinda kanye nokuhweba nge-cryptocurrency kuyizindlela zokunciphisa ukungalingani kolwazi, okusetshenziswa ngabasebenzi bemakethe ngendlela ehlukile. Umqondo oyinhloko wokusayinda kwe-cryptocurrency ukuthi izimpawu zekhwalithi zivumela abatshalizimali ukuthi balungise amasu abo okuhweba . Ngenkathi izinguquko ezisheshayo zemakethe zivumela abatshalizimali abanolwazi ukuthola izimpawu zokuhweba ezingcono ngosuku olulandelayo, abadayisi abasha abajoyina noma abanikeza ezinye izimpawu zingashintsha ukusebenza kahle kwesignali. Lokhu kusho ukuthi ngosuku olulodwa isignali enhle ingaba usizo olukhulu. Amandla ezibonakaliso zokuhweba nge-cryptocurrency ukusiza ukuhweba ekwandiseni ingcebo ngobusuku obubodwa ahlaziywa kusetshenziswa imibuzo yocwaningo. Yiziphi izimpendulo ezisebenzayo ezinazo kubatshalizimali , futhi yimiphi iminikelo yezemfundo eyenziwa ukuhlaziywa okubonakalayo ezimakethe zezimali zakamuva kakhulu nezintsha kakhulu njengamanje?
Intuthuko kwezezimali ikwenze kwaba sobala kakhulu ukuthi lapho ubuchwepheshe bolwazi nokuxhumana bukhula, ukuphathwa kwezezimali kuyakhula kanye nakho. Lokhu kuye kwanda eminyakeni eyi-12 edlule ngokusetshenziswa kwezimpahla zedijithali ezisebenzisa i-IT, ikakhulukazi i-cryptocurrency, ukuze kuhwebelanwe ku-inthanethi. Imali esekelwe kuwebhu exhunywe kwi-cryptography idala izinselelo eziningi futhi iholele ekudalweni kohlobo olusha lokuhweba komhlaba wonke. I-Cryptocurrency isivele ibeke ingcindezi emikhakheni yezobuchwepheshe nezomthetho kanye nakubaholi bomphakathi. Ngaphezu kwalokho, ukuxhasa ngezimali kuye kwadala uphawu olukhethekile olungenakufinyeleleka ngezimali ezivamile. Lokhu kuye kwandisa ububanzi bocwaningo olusekelwe ebufakazini kanye nokubaluleka kokushintsha kokusebenzisa ubuchwepheshe kanye ne-cryptography kuya ezinsizeni ezijwayelekile noma zedijithali. Ngakho-ke, ukuxhumana phakathi kwezezimali , okuboniswa yisilinganiso semali yedijithali , kanye ne-IT kuvumela ucwaningo olusekelwe ebufakazini kwi-cryptocurrency, okuvumela bonke abacwaningi ukuba bangene esakhiweni sezezimali esiphumelayo ukugcwalisa igebe elibalulekile lokubuyekezwa.
I-2. Ukubuyekeza incwadi
Ukubuyekezwa kwezincwadi kuvame ukuhlola imisebenzi yezemfundo eye yabhekana ngqo noma ngokungaqondile nesihloko esifanayo: kulokhu, indaba yokuhweba ngezimpawu ze -cryptocurrency . Ngokusebenzisa i-lens yokuqongelela ingcebo ngobusuku obubodwa, ucwaningo lwezimali zedijithali, kabanzi, lungahlolwa ukuze kutholakale umongo owengeziwe wokuthi izimpawu ezikhishwe zingathinta kanjani ukuziphatha kwemakethe ku-aggregate. Ngokuphathelene nokuqongelela ingcebo ngobusuku obubodwa, izifundo eziphathelene kakhulu nezezimali kufanele zifakwe ukuze kuqondwe kabanzi. Kubalulekile ukuqaphela ukuthi ucwaningo lwangaphambilini luye lwenziwa ngokuyinhloko kusetshenziswa ukuhlaziywa kochungechunge lwesikhathi olusekelwe entengo.
Imali yedijithali iyingxenye yomndeni wezezimali zedijithali noma ezingokoqobo . Imali yedijithali – lapho imali yedijithali ilele khona – isekela izindlela zokuqongelela ingcebo ekuthengisweni kwezimpawu zokuhweba ; inqubo ehunyushwe ohlakeni lwethiyori olusekelwe kulolu cwaningo. Izimakethe zezimali zigcwele ithiyori. Yazalwa nomqondo we-homo economicus, i-informed rational maximizer. Kodwa-ke, empeleni, isimiso esiyisisekelo sezimpawu zokuhweba – ikakhulukazi lezo ezikhishwa esidlangalaleni – kufanele, uma i-Efficient Markets Hypothesis ibambelela, ihlanganiswe ngokushesha entengo yempahla ethile. Ukwehluleka kwempahla ukumela inani layo langempela elitholiwe kungabonisa ukuziphatha kokuphanga okungenani igagasi lokuqala labadayisi abathole isignali. Le nqubo yokuhlanganisa yonke imininingwane etholakalayo iphikisiwe ngezincwadi zezemfundo, okuholele ekuzalweni kwezimali zokuziphatha , ezisekelwe emcabangweni wengqondo yabatshalizimali.
3. Ukuqonda Ukuhweba Ngezimpawu Ze-Cryptocurrency
Izimpawu zemakethe ye-Crypto ziyizexwayiso zokuhweba ezinikezwa abatshalizimali ukuze zibasize ekwenzeni izinqumo zokuhweba ezinolwazi . Lezi zimpawu zingakhiwa ngabacwaningi ngabanye kanye nabahwebi, amaqembu amancane, noma izinkampani ezenza imali ngobulungu. Umgomo walolu cwaningo ukuqonda izimpawu ze-cryptocurrency ngokombono wendima yazo ekwenzeni lula ukuqoqwa kwengcebo ebusuku ekuhwebeni ngezimpahla ze-cryptocurrency ze -Bitcoin , i-Ethereum , ne-Ripple. Ngakho-ke, ukuze abafundi baqonde indima yezibonakaliso , sinikeza umhlahlandlela wezisekelo zale ndawo ethile ye-cryptocurrency. Kulesi sigaba, kunikezwa umhlahlandlela oyisisekelo wezimpawu ze-cryptocurrency . Kunezindlela eziningana zezibonakaliso , eziningi ezihilela ukuhlaziywa komsebenzi wamanani we-cryptocurrency womlando noma wamanje. Izexwayiso zethrendi ziphakamisa ukuthi intengo ingase yephule izinga lokumelana futhi ikhuphuke noma yehle ngezinga lokusekela futhi ithambekele phansi. Izinkomba zokuthenga/ukuthengisa zifaka phakathi ukusayina isilinganiso somsebenzi wamanani we-cryptocurrency, kuyilapho ukuhlaziywa kwemakethe kukhombisa ulwazi lwesakhiwo semakethe esingathengiswa, njengokujula kwencwadi yoku-oda. Ngokuvamile, inani elikhulu lezimpawu zomsebenzi lingaba yizinkomba zombono omkhulu esiqondisweni semakethe. Abahwebi bayelulekwa ukuthi banqume ukuthi yiluphi uhlobo oluhambisana kakhulu nesu labo lokusebenza lapho beklama i -algorithm yokuhweba.
Ucwaningo kulesi sikhala lunqunyelwe futhi lugxile emakethe yamasheya namasu okuhweba , kuyilapho lapha sisebenzisa izilinganiso ukuqonda izimpawu kanye nomthelela wazo emakethe ye-cryptocurrency. Indlela yethu ihilela ukuhlonza ukuthi yiziphi izimpawu ezingaba ulwazi kumtshali-zimali onethemba lokwenza kahle kakhulu emakethe. Le ndlela isetshenziswa ukwandisa ingcebo kuzinhlelo zokusebenza ezahlukene, njengezindlela zokuhweba , amasu okwenza imakethe, kanye nesabelomali semali. Njengoba inani lifunwa kakhulu ngokuhweba ngezimpahla ze -Bitcoin , i-Ethereum , ne-Ripple ngezibonakaliso , kubalulekile ukuthi umphakathi wesayensi uqonde indima yalezi zimpawu . Kube nokugxila okuncane kakhulu ekuhloleni izimpawu zomsebenzi ngombono wokwakha ingcebo, kunezifundo ezimbalwa kuphela eminyakeni yamuva ezibheke amasu okusebenzisa izimpawu ukwakha ingcebo. Izimpawu kudingeka ziqondwe ngokugcwele ukuze umtshali-zimali asebenzise kahle izinsiza ukudala ingcebo. Isibonakaliso sinikeza umtshali-zimali isiphakamiso sokuthengisa. Ukungaqondi indlela engemuva kwesignali kungabangela umtshali-zimali ukuthi aphuthelwe yisici esibalulekile sesu lokuhweba . Uma umuntu ethola isignali futhi engahwebi ngokusekelwe kuso, uzolahlekelwa yinzuzo ngokusebenzisa isu elisekelwe esignalini. Ezikhathini zokuvumelana kwemakethe okuqhubekayo, ukuhweba ngolwazi oluyisisekelo kunemiphumela yokuhweba ephezulu kakhulu.
3.1. Incazelo kanye Nezisekelo
Isignali ekuhwebeni nge-cryptocurrency iyisibonakaliso esisebenzayo sendlela yokuhweba ehlobene nokuthi isignali ikhishwa nini - kungaba ngendlela ende noma emfushane. Umthamo wansuku zonke wesignali mkhulu kakhulu. Umthumeli wesignali ye-cryptocurrency ubophekile ukuba ahambisane futhi abe nolwazi ngezimo zemakethe zamanje. Noma yisiphi isenzakalo esisha esibalulekile esibangela ukunyakaza kwemali okwamanje sifakwa ku-algorithm yokuhlaziya uhlamvu lwemali ekhombisa "isimo samanje" semali, kancane esikhathini esizayo. Inkinga ixwayisa umqhubi ukuthi aphume emakethe yesimo samanje uma kuvela ithuba elinenzuzo lokuthuthela emakethe "yesimo esifunwayo". Umlayezo ube usukhishwa njengesignali yokuthenga uma isimo esifunwayo kanye nezimo zesikhathi eside zivumelana, noma njengesignali yokuthengisa uma isimo esifunwayo singaphandle kwesimo samanje futhi sesikhathi esifushane.
Izimpawu zemali yedijithali zenziwa ngama-algorithms asetshenziswa ezinhlelweni zokuhweba - kungaba ngokusekelwe kumanethiwekhi e-neural, imishini yokusekela i-vector, izihlahla zokubuyela emuva, njll. Kukhona uhla lwamapulatifomu okuhweba , kodwa kunezinye ama-bots amaningi okuhweba akhokhelwayo navulekile kanye nabakhi bamasu, athandwa kakhulu futhi aveza uhlu olubanzi lwezici ezizenzakalelayo zabathengisi be-crypto abangenalwazi . Amapulatifomu ngokuvamile aphakamisa izinhlelo ezibonisiwe, ezivumela umhwebi ukuthi afinyelele izimpawu ezinenzuzo . Ngenxa yalokho, imakethe yemali yedijithali kanye nemizwa nokuhamba kwabahwebi kubaluleke kakhulu. Ngakho-ke izimpawu ziyatholakala kuwo wonke umhwebi kungakhathaliseki ukuthi iyiphi ithuluzi lakhe lokuhlaziya, kodwa isizinda emakethe siyimpahla yokunquma ukuthi yibaphi abahlinzeki bezimpawu ababaluleke kakhulu. Izimpawu zinikeza umbono osheshayo noqondile wemakethe yamanje. Kusukela kulesi sikhundla, kusobala ukuthi umhwebi angakwazi kanjani, okungenani, ukuhlola ukukhetha kwakhe uhlamvu lwemali akuthandayo ngemuva kokutadisha ngokungathi sína isignali yohlamvu lwemali nokuqhathanisa nezinye izindawo ukuze athole amathuba okuphuma angaba khona. Ngesignali ethembekile, imiphumela ayiqinisekisiwe. Ukunemba cishe kungama-85%. Empeleni, imajini yephutha izohlala ngoba imakethe iyaguquguquka kakhulu futhi kwenzeka izinguquko, futhi isignali esekelwe ephutheni elincane lokuqala ingabhubhisa ukuzethemba emiphumeleni. Ngakho-ke, umhwebi kumele aqhubeke nokwenza ngokuqonda futhi aqhubeke nokusebenza kuze kube sekupheleni kokushintsha emakethe. Lolu cwaningo luthole ukuthi cishe ama-45% ezignali zokuthenga eziqaliswe ngo-2020 adinga ushintsho ku-oda lokulahlekelwa kokuma phakathi kuka-2% no-10% ukuze kuncishiswe kakhulu ingozi engaba khona lapho kuba nzima ukuqapha ukuguquguquka kwemakethe , yize izimpawu ezithintekile zisafinyelele uphawu olujwayelekile lwansuku zonke lwama-2.7% phakathi kokwanda kokulahlekelwa kokuma.
3.2. Izinhlobo Zezimpawu
Izimpawu zokuhweba zenzelwe ukwazisa abatshalizimali ukuthi kufanele benze nini ukuhweba. Kunezinhlobo ezahlukene zezibonakaliso , ezicishe zihluke njengamasu eziwasebenzisayo. Ngokuvamile, lezi zibonakaliso zihlukaniswa ngohlobo lwedatha ezihlaziyayo. • Kunezibonakaliso zobuchwepheshe , ezizama ukubikezela izinguquko zentengo zesikhathi esizayo ngokusekelwe kudatha yamanani omlando noma izitayela zobuningi bokuhweba . • Kunezibonakaliso eziyisisekelo ezivame ukuhlotshaniswa nezindaba noma izehlakalo ezenzeka emakethe uqobo noma emhlabeni jikelele ezingathinta inani lempahla ethengiswayo. Ngesikhathi esifanayo, izimpawu eziyisisekelo nazo ziyabonwa futhi zihwetshwe yiqembu elihlukile labadayisi ababizwa ngokuthi abadayisi abayisisekelo. Izinhlobo ezimbili zezibonakaliso zisebenza ngendlela ehlukile ngokuphelele komunye nomunye. Lesi sigaba siyingxenye encane yephepha lonke, kodwa isizathu sokuxoxa ngezinhlobo ezahlukene zezibonakaliso zobuchwepheshe nhlobo ukuthi zingasiza ngempela ukuqonda ukuthi kungani izimpawu zingaba usizo ngokujwayelekile kumtshali-zimali osebenzisa ngesandla noma ozenzakalelayo. Ziphinde zinikeze umongo othile wokuchaza ukubaluleka kokwamukela isu lokuhweba elingasebenzisi . Ukusetshenziswa kwezinhlelo zokuhweba ezenzakalelayo ezinjengalezi kuthandwa kakhulu emhlabeni we-cryptocurrency futhi kuthembisa ukwamukelwa nokusetshenziswa okwandayo eminyakeni ezayo, ikakhulukazi njengoba ubuchwepheshe obusekela lawa masu buqhubeka nokuthuthuka. Empeleni, isignali empeleni iyingcezu yedatha ehloselwe ukusiza umtshali-zimali ukuthi anqume ukuthi enzeni. Ezinye izindlela zokuhweba zithonywa ngokusebenzisa ukuhlaziywa kobuchwepheshe kanye nezimpawu ezihlobene nazo , kanti ezinye zisebenzisa izimpawu eziyisisekelo ukuhweba. Abadayisi abaningi basebenzisa ingxube yazo zombili njengoba lezi ezimbili ngokuvamile zingambozi ulwazi oluwumkhiqizo wemicimbi ehlukene. Ngokuvamile, uhlobo ngalunye lwesignali lunamandla ahlukene angasiza umhwebi ukuthi anqume ukuthi enzeni ngenkathi ehweba , futhi azikho okufanele zisetshenziswe njengesisekelo sodwa sesu lokutshala imali. Ukwazi ukuthi yiziphi izinhlobo zezimpawu ezinamandla kakhulu kusu elithile, noma ezisebenza kakhulu ekuphenduleni, yikho okusiza ukunquma isu elingasetshenziswa yisikhwama se-crypto-asset hedge fund. Eminyakeni yamuva nje, ukufunda komshini kanye nezimpawu eziqhutshwa yi-AI kanye nokukhiqizwa kwezimpawu kuye kwathandwa kakhulu njengoba ukubusa kwentando yeningi kwalezi zobuchwepheshe kuye kunciphisa kakhulu izikhathi zokucubungula idatha kanye nezindleko ezihlobene nokucubungula idatha enkulu. Lezi zimpawu zibaluleke kakhulu njengoba zihlanganisa kakhulu futhi zizama ukuklwebha izimpawu zangaphandle njengalezo ezinikezwe yizibonakaliso ezimbozwe kulesi sigaba. Zonke izimpawu ezingenhla zisetshenziswa ezinhlelweni zokuhweba ezisebenzayo . Izimpawu zobuchwepheshe engizikhulumile lapha zonke ziyizimpawu umtshali -zimali angase azibeke njengoba okwamanje u-10% we-Signal Index usekelwe ekusebenzeni kwengxenye encane yalezi zimpawu nsuku zonke.
4. Indlela yokwenza
Njengoba sigcizelele esethulweni, umgomo wethu oyinhloko ukuhlaziya umthelela wokuhweba ngezimpawu ze -cryptocurrency engcebweni yabatshalizimali. Ukuze siphendule lo mbuzo, sikhethe ukuqhubeka ngendlela ehlelekile, siqale siqoqe izimpawu zekhwalithi ephezulu ezifanele ukuze zihlaziywe esikhathini esithile, bese sihlukanisa phakathi kwemiphumela yalezo zimpawu uma ziqhathaniswa zodwa. Lokhu kunciphisa amathuba okuthi umehluko emphumeleni ubangelwe ukungalungi ekuqoqweni kwezimpawu , ukuchazwa kabi kombhalo wezibonakaliso ngumtshalizimali, noma amanani okuhweba ahlukene kakhulu ngokuhamba kwesikhathi. Sikholelwa ukuthi ukusebenzisa le ndlela ngaphakathi kwesethi yedatha eyodwa kungamandla omklamo wethu wocwaningo.
Siphinde senza inqwaba yokuhlaziywa kobuningi bosayizi wesignali nokubamba. Ngokusebenzisana nezingxoxo zeqembu lezimpawu ezizimele kanye nezinye izinkundla ezifanele, sinqume ukwenza inhlolovo kukho kokubili ukungezwani okubonwa phakathi kwamaqembu acebe phansi kanye nalawo acebile kanye nokungafani okuphawulwe phakathi kwamalungu omphakathi. Nakuba abanye bengasikisela ukuthi ukuhlola ukungezwani okwengeziwe kubalulekile, sagcina ukuthi lokhu kwakungadingekile ngenxa yentaba yemiphumela yobuningi esesivele sinayo, kuhlanganiswe namaphesenti alula aphansi/aphakathi/ aphezulu acaciswe ukuvota okwenzeka ngesikhathi esifanayo. Ngaphezu kwenhlolovo yethu, ilungu lethu eliholayo libe nezingxoxo ezivaliwe nabahlanganyeli bokubuyekezwa ngabanye njengengxenye yenqubo edingekayo ukuze kuqinisekiswe ukuthi amasethi edatha atholakele anokwethenjelwa ngokwanele futhi asemthethweni, nokuthi idatha eqoqiwe ayiphathwanga yinoma iyiphi enye. ukuchema okubalulekile okungase kwenze imiphumela yethu ingasebenzi. Abahlanganyeli bakhethwe ngokungahleliwe ohlwini lokuqala lwabahlanganyeli bomphakathi kanye nokubuyekezwa kwesignali ngenani eliphelele le-n = 15. Izimpendulo zabo zahlolwa ngokungahleliwe ukuze ziphelele futhi zahlanganiswa ukuze zisetshenziswe esigabeni sengxoxo eshicilelwe emiphumeleni yethu.
I-4.1. Ukuqoqwa Kwedatha
Sitholephi idatha yethu? Sithole idatha emithonjeni ehlukene etholakala kumawebhusayithi, kuma-API omphakathi okushintshana kwe-cryptocurrency, ezindaweni eziku-dark web, nakwezinye izindawo ezitholakalayo ku-inthanethi, njengezizindalwazi zomphakathi kanye namadokhumenti avuzayo. Sikhethe imithombo eyahlukahlukene ukuze silinganisele ukucwasa okungenzeka kwendlela. Sithathe izimpawu ezikhishwe isu lokuhweba lesifundo esinqamula isigaba ukuze sikhiphe izimpawu zokuhweba . Sikhiphe izigaba ezimbili zempahla kusampula yazo njengoba singakwazanga ukuthola idatha efanele.
Sisebenzise lezi zilinganiso nezinkomba ezilandelayo ukuhlola izimpawu zokuhweba kulolu cwaningo. Ukuqoqwa kwedatha kanye nokucubungula okudingekayo ukuthola lezi zilinganiso ezilandelayo kuzochazwa esigabeni 5.1. Ithebula 1 libonisa isifinyezo sezibonakaliso nezinkomba zokusebenza ezilandelanayo ezihambisanayo ngesimo socwaningo oluphindaphindiwe kanye neziguquguquko zazo ezichazayo ezihambisanayo. Isethi ephelele yezinkomba zokusebenza ezilandelanayo, kufaka phakathi izibalo zokusebenza ezithile ze-cryptocurrency, ingatholakala esithasiselweni. Qaphela ukuthi kunezibonakaliso zokuhweba ezingaphezu kuka-18 ezisetshenziswe kulolu cwaningo njengoba sisebenzisa idatha kuzo zonke iziteshi zokuxhumana ezahlukahlukene ezibika izincwadi zokuhweba. Zonke izinkomba ezisetshenzisiwe zishiya isignali ku-t ngezinsuku ezingu - h. Ezinye zezilinganiso zokusebenza kwe-cryptocurrency ezifakiwe zisekelwe ocwaningweni lwangaphambilini.
4.2. Amasu okuhlaziya idatha
Ukuze kuhlolwe idatha kuze kube manje, ngendlela enkulu yesampula, kuzosetshenziswa izibalo ezichazayo neziqondakalayo. Ezinye zezivivinyo zezibalo ezihlolwe kuzoba yimikhuba ehilelekile kuma-equity curve kanye nendlela amasignali avela kwezinye izimali ze-crypto amemezela ngayo ukubandlulula kwedatha okuphindaphindiwe. Amaphakheji esofthiwe esiwasebenzisayo ukusiza ekuhlaziyeni yi-Stata, R, kanye ne-Jupyter, futhi sihlose ukuwasebenzisa ukusebenzisa amasu okuqinisekisa idatha entsha yocwaningo uma isitholakala ukuze sigcwalise okutholakele kwethu kwekhwalithi. Ngenxa yohlobo lwamasu ahilelekile, asekelwe kakhulu ku-momentum, kuzodingeka sithole futhi sisuse ama-outliers ukuze sithole ukumelwa kweqiniso kwemiphumela yethu, njengoba lokhu ekugcineni kuzonikeza inani eleqile noma elincane lokubaluleka kwezibalo emiphumeleni yethu. Sizosebenzisa namagrafu namashadi ukubonisa izingxenye ezibalulekile zedatha ngendlela engaqondwa kabanzi, njengoba umfundi wanamuhla edinga idatha ukuthi ihlanganiswe nezimpikiswano, ngakho-ke sihlose ukuwabonisa okuthile okukhanga kancane ngokubukeka.
Ukusebenzisa inhlanganisela yezibalo ezichazayo kanye namasu okucabanga kuzovumela abacwaningi ukuthi banikeze ukuqonda okungenzeka ngokusebenza kokuhweba okuzenzakalelayo , ngenkathi futhi benikeza ulwazi olwengeziwe mayelana nezitayela, ukuziphatha, kanye nemiphumela yokuhweba ngaphakathi kweqoqo elithile ledatha yesikhathi sezezimali. Ukuze kuqinisekiswe ukuthi idatha ithembekile, kuzodingeka ukuhlolwa okujwayelekile kwangaphambi nangemuva kokulinganisa kudatha, njengokuhlola kwe-heteroskedasticity kanye nokuhlolwa kwe-Granger causality, okuzohlinzeka ngokubuka konke okuqinile kwedatha futhi kwembule noma yimaphi amamodeli esiqalekiso sasebusika, avame kakhulu ocwaningweni lwesikhathi sezezimali lapho izimpawu zimbiwa khona kudatha.
5. Imiphumela kanye Okutholakele
Ulwazi oluqine kakhulu manje lutholakala ngaphakathi, ngakho-ke, kungokwentshisekelo yabadayisi ukugaya ulwazi ikakhulukazi ngokuhweba . Idatha ayisabalulekile, futhi kulokhu, ukubambezeleka okukhulu okungenzeka ukuthi kutholakale olunye ulwazi. Ulwazi olutholakalayo ludlala indima enkulu ekuhwebeni njengoba luzwakala lusesikhathini futhi lushesha, ngakho-ke luwusizo kakhulu.
Izibalo zibonisa ukuthi ukubamba (ngamaphesenti), ukukhula kwentengo ye-logarithmic, kanye nokukhula kwengcebo ngobusuku obubodwa kuhlobene kanjani nekhono labadayisi lokuthatha izimpawu (kungaba ngamadola noma nge-bitcoin ) ezikhishwa ngemva kokuphela kwesikhathi sokuhweba futhi ziphelelwa yisikhathi ekupheleni kwesikhathi sokuhweba . Lokhu kuhambisana nokutholakele kwesigaba esedlule. Ngamafuphi, ngokuthatha isignali ngamadola noma nge -BTC , umhwebi wayengalindela ukwenza, ngokwesilinganiso, imali ephindwe kayishumi ngobusuku obubodwa kunalabo ababengaqiniseki ukuthi kufanele bathathe nini noma kufanele bathathe isignali.
Imiphumela yokuhlaziywa kokuhlehla isekela isimangalo sethu sokuthi izimpawu zokuhweba zibalulekile engcebweni engaba khona ekupheleni kwesikhathi sokuhweba . Umbono wethu ukuthi uma umhwebi engathatha isignali, angalindela ukuthi imbuyiselo ibe phezulu ngo-72.5% kunokuba engathathi isignali. Umhwebi ongakwazi ukuthatha isignali uzoba nemiphumela ehlukile. Uma ukuhweba nge- BTC , umhwebi ongakwazi ukuthatha isignali angalindela ukuthi imbuyiselo ibe phezulu ngo-56% kunomhwebi ongakwazi ukuthatha isignali. Abahwebi abalula kakhulu abahweba ngamadola bangalindela futhi ukuthola imbuyiselo engu-35% ngobusuku obubodwa kunabahwebi abalula kakhulu abahweba ngamadola. Nakuba kungenamandla njengemibono yangaphambilini, imiphumela inikeza ukusekelwa kwesiphakamiso sokuthi ukugxila kusayizi wezimpahla ezisetshenzisiwe emsebenzini wangaphambilini nokungabheki ukusetshenziswa kwephothifoliyo kungaphuthelwa iphuzu.
I-6. Ingxoxo
Isiphetho esiyinhloko salesi sihloko ukuthi ukuqoqwa kwengcebo okwenziwa ngokuhweba kwasemini ngenkathi kutshalwa imali ezimakethe ezithonywa ukuhweba ngezimpawu zabanye kuwumdlalo wenhlanhla. Lokhu futhi kuyasebenza emakethe ye-cryptocurrency. Imiphumela yethu idala amaqiniso amasha aqanjiwe anikeza ukuqonda okujulile ngemiphumela ephindaphindayo yokuhweba ngezibonakaliso ze-cryptocurrency . Imiphumela yethu ifaka isandla ezincwadini zezimali ngokubhekana nombuzo wokuthi ukuqoqwa kwengcebo kwasebusuku kanye nentuthuko yemakethe kuthonywa kanjani ukuhweba ngezibonakaliso . Imiphumela yethu iphinde inikeze isiphetho mayelana nengxenye encane yokuziphatha kwe-bipolar, njengemiphumela yokulahla. Ukulahlekelwa kwenza abahwebi babambelele ezikhundleni zabo kuze kube yilapho bengase baphule. Lokhu kuholela ekwelashweni kwasebusuku okuwukutshalwa kwezimali okuyingozi kakhulu kunezikhundla zosuku olulodwa ezichithwa ngaphakathi kosuku. Ukuhweba okungenamizwa kuthengiswa ngobusuku obubodwa, kungakhathaliseki ukuthi izibonakaliso zihweba ngaluphi usuku, futhi ibhalansi ekugcineni itholakala ihlobene ngqo nenzuzo yangaphambilini. Imiphumela yethu ikhombisa ukuthi ukuguquguquka komshini kwanele ukunciphisa ithonya lokuhweba ngezibonakaliso . Ngokuhambisana nezincwadi zezimali zokuziphatha , sithola ukuthi ulwazi oluncane lokunquma amasu oku-oda kwakuyinto embi. Ukungazi ukuthi yini ethonye ukuhweba ngezibonakaliso ngosuku oluthile empeleni kungenza umhwebi imali eyengeziwe ngobusuku obubodwa. Okokugcina, ngokutadisha ukuguquguquka kokuthola leli bhalansi, abahwebi bathola ulwazi mayelana nokubuyela emuva okungenzeka. Lolu lwazi lungasetshenziswa ukuqinisa ukutshalwa kwezimali uma kwenzeka kulahleka iphepha noma ukuyeka ukutshalwa kwezimali futhi kutholakale inzuzo uma kwenzeka kuzuza iphepha. Sithola ukuthi imiphumela yethu iyasebenza nasemakethe yesitoko ye -NASDAQ . Engxoxweni, siqondisa abatshalizimali ekusebenziseni okutholakele kuleli phepha ukuze bathuthukise amasu abo okutshalwa kwezimali. Sixoxa ngokubambezeleka kokuxazulula njengemingcele engaba khona. Abenzi bezinqubomgomo noma abalawuli bangase bazuze kokutholakele kwethu ukuthuthukisa ukusebenza kahle kwezimakethe. Ekuphetheni, sigcizelela ubunjalo bokusebenza kwemodeli kanye nendlela futhi ngaleyo ndlela sigcizelela ukubaluleka kokuhweba okutshalwe ezimakethe ze-cryptocurrency ezikhona. Kubonakala sengathi okutholakele kocwaningo lwethu kungasiza abahwebi basemini ekuthuthukiseni amasu okuhweba ezimakethe ze-cryptocurrency. Imiphumela yezomnotho yezifundo ezilawula izilinganiso ze-akhawunti kanye nokubambezeleka kokuxazulula nakho kucatshangelwa ngokuningiliziwe, okuvumela ibhalansi ekwelashweni kobusuku bonke. Kuboniswa ukuthi ukutshalwa kwezimali ngokuhweba kosuku olulodwa kuphephile kakhulu kunokutshalwa kwezimali ngokuhweba ngobusuku bonke . Lo mkhuba ukhombisa ukuthi ucwaningo lwezomnotho lokuziphatha luyaqhubeka. Sisebenzisa futhi ukusetshenziswa kwedatha ebukhoma etholwe ekuhwebeni . Ezinye izinselele zihlangatshezwana nazo ngenkathi kwenziwa ucwaningo, okuhlanganisa nokuthola idatha eningiliziwe yokuhlaziya kwethu, futhi imiphumela yethu itholakale ihambisana emakethe yamasheya ye -NASDAQ . Okutholakele kulolu cwaningo kunganikeza imiphumela ethokozisayo yocwaningo ku-theory yezezimali eyisisekelo. Ngokuhlaziya ukuguquguquka kwenqubo yokunquma inzuzo eyenziwe ekuhwebeni , ucwaningo lunikeza okutholakele okusha mayelana nabahwebi njengabadlali emnothweni, futhi okutholakele kungaxhunyaniswa nocwaningo lwezezimali zokuziphatha ekulweni nokuphazamiseka kanye nezimakethe ezisebenzayo.
6.1. Imithelela Kubatshalizimali
Kubatshalizimali: Ngokwemiphumela yethu, ukuhweba ngezibonakaliso kungaholela ekuqongeleleni ingcebo okumangalisayo ngobusuku obubodwa. Ngakho-ke, abatshalizimali kufanele benze isinqumo esifanele uma kukhulunywa ngokusebenzisa izimpawu zokuhweba . Izibonakaliso zinembile ngokwanele ngesikhathi semakethe yenkunzi kuphela. Ngokusekelwe kokutholakele kwethu, abatshalizimali kufanele bafunde ukuhlukanisa phakathi kwezibonakaliso ezikhiqizwa ngokucabangela noma ngaphandle kokucabangela isiqondiso sendlela; izimpawu ezifaka imikhiqizo yendlela kuphela kufanele zigwenywe noma zahlulelwe ngokungabaza. Kubalulekile futhi ukuthatha isinyathelo ngokushesha ngemva kokuthola izimpawu zokuhweba ukuze kwandiswe inzuzo yokuhweba . Uma kukhona ukuguquguquka kwemakethe , abatshalizimali kungadingeka basebenzise izimpawu zokuhweba ngokuhlakanipha kuze kube yilapho umkhuba wemakethe uqinisekiswa. Ngenxa yalokho, abatshalizimali kufanele bathuthukise isu lokuphatha ubungozi uma kwenzeka imakethe ye-cryptocurrency inokuguquguquka okukhulu ekuhwebeni nethuba lesignali. Le ndlela idinga ukufunda okuqhubekayo ukuze kuvumelane nezinguquko kwezobuchwepheshe ngokuhamba kwesikhathi futhi mhlawumbe kuthuthukiswe ukusebenza kokuhweba ngokubambisana noma umqondo wokuhlakanipha kwesixuku sisebenzisa amasu esignali.
Kuphakanyiswa ukuthi abatshalizimali bafunde ukubona ukuthi yiziphi izimpawu ezifanele nokuthi yiziphi ezingafanele maqondana nezibonakaliso ezingavumelani. Okuphawulekayo ukuthi, kudingeka ukuqiniseka okuqinile ukuze kunqunywe. Ukuphathwa kahle kwesikhathi ekwenzeni izinqumo ngokusekelwe olwazini olutholakalayo kuhlotshaniswa nemiphumela engcono yokuhweba . Ngakho-ke, kubalulekile ukuthi abatshalizimali basebenzise ngokugcwele izimpawu ezikhiqizwa ngesivinini esiphezulu kusukela kubuchwepheshe bamuva obutholakalayo. Lokhu kungaba yithuba lokuthi abatshalizimali bazivumelanise, bakhule, futhi bakhulise ikhono labo ekudaleni amasu okuhweba acishe abe ngesikhathi sangempela . Namuhla, ukuhlakanipha kwesixuku kusekelwe ekuhlanganisweni kolwazi ngesikhathi sangempela kanye nekhono lokufaka izibuyekezo njalo. Kubalulekile futhi ukuthi abatshalizimali bajwayelane nezitayela zobuchwepheshe kulo mkhakha, njengoba ukuthuthukiswa kobuchwepheshe kumapulatifomu okukhiqiza izimpawu kuhlobene ngqo nokusebenza kwamapulatifomu okuhweba . Ngaphezu kwalokho, abatshalizimali kudingeka baqonde ukufakwa kwezitayela zobuchwepheshe esimweni sobuchwepheshe ngaphandle kokubhekana nanoma yikuphi ukuvinjelwa.
6.2. Izinselele kanye Nemikhawulo
Ukucwasa. Sicela uqaphele ukuthi idatha ayiyona indlela ephelele yokumelela isimo sesignali ye-crypto . Ngokunikeza ukuhlaziywa okujulile okujwayelekile kwezindlela eziyisisekelo kanye nokuziphatha kwabatshalizimali ngaphambi nangezikhathi ezahlukene ngemuva kokushicilela, sibheka ngale kokucwasa okungenzeka njengokulinganisa noma ukucwasa kokusinda, okwaxoxwa ngakho njengenkinga enkulu ezifundweni zomhlinzeki wesignali ezenziwe ngaphambilini. Kodwa-ke, ukuphetha ngemiphumela yethu kumasignali akhishwe esikhathini esizayo noma asebenzayo njengamanje kufanele kwenziwe ngokuqapha. Izimpawu zamathikithi zisekelwe ekuhlonzweni yi-on-chain aggregator.
Ngokuphathelene nokuphikiswa kwedatha okujwayelekile, imiphumela kungenzeka ukuthi ithonywe izinguquko esimweni semakethe, ukuguquguquka, noma ukwamukelwa kwemithetho yemakethe ye-cryptocurrency. Asikwazi ukulawula lokhu. Ngaphezu kwalokho, imiphumela kulolu cwaningo yakhelwe ngokuqinile kusethi yedatha, eveza imikhawulo engaba khona ekunembileni kwedatha yentengo. Ngokufanayo, ukunemba kwezimpawu zokuhweba kanye nemakethe yokuqala kufanele kucatshangelwe ngokujulile. Ngisho noma ukuhlanganisa ukunikezwa okujikelezayo kanye nesibonakaliso sokuhweba esisetshenzisiwe njengesihlaziyi kube negalelo elihle embuzweni wocwaningo, umuntu kufanele aqaphele ukuthi izindlela zokuhlola ezihlukile zingenzeka. Kubalulekile ukugcizelela ukuthi izimpawu zingahluka kakhulu futhi, ngezikhathi zokuguquguquka okuphezulu, zingamelela imbuyiselo enkulu. Ngenxa yokungabikezeleki kwendawo ye-cryptocurrency, lezo zimakethe ziyahluka kumasu okuhweba akudala . Ucwaningo olujulile oluqhubekayo luyadingeka ukuze kunikezwe impendulo ethembekile.
7. Isiphetho kanye Neziqondiso Zocwaningo Lwesikhathi esizayo
7. Isiphetho Kulesi sifundo, siphenye ukuthi ukuhweba ngezimpawu kuma -cryptocurrencies kunomthelela yini engcebweni yomtshalizimali. Ngokuhlukanisa phakathi kobusuku nobusuku, sifaka isandla ekuvaleni igebe ezincwadini ezikhona futhi sinikeze ulwazi oluwusizo kubatshalizimali mayelana nokubaluleka okusebenzayo kokuhweba ngezimpawu . Imiphumela yethu yembula ukuthi izimpawu ezivela isu lokuhweba elilula zikhulisa kakhulu ukuqongelela kwengcebo ngobusuku. Ngokuphambene nalokho, izimpawu zokuhweba ezivela kumasu ayinkimbinkimbi kakhulu azibonisi umphumela ovelele othanda imiphumela yobusuku noma imiphumela yangaphakathi kosuku ekuqongeleleni ingcebo. Ngaphezu kwalokho, asitholi mehluko omkhulu phakathi kweziphakamiso zokuhweba . Sekukonke, ucwaningo lwethu lucebisa isethi encane yezifundo emkhakheni we-cryptocurrency ngokuhlola ukusebenza kahle kwezimpawu zokuhweba futhi lunikela kubahwebi, abatshalizimali bezezimali, ikakhulukazi abatshalizimali abavamile abangakwazi ukukhokhela isikhathi esiningi ekuhlaziyeni njalo izimakethe. Siphakamisa ukuhlaziya ukusebenza kokubili ubusuku nobusuku. Ucwaningo lwethu lunikeza ukuqonda ngezindleko ezingaba khona zokuhweba ngezibonakaliso . Ngakho-ke, siphetha ngokuthi ukuhweba ngezibonakaliso kungakhulisa ingcebo kodwa futhi kusikisele izindleko ezingabonakali futhi, ikakhulukazi, zokuthengiselana. Ucwaningo olwengeziwe lungase lulandele ubuchwepheshe obusha ekukhiqizeni nasekuhwebeni kwezimpawu , okubonakala kuthembisa kakhulu, kuyilapho kuhlolwa ukuqina nokuthuthukisa ukusebenza kahle kwezibonakaliso. Ngaphezu kwalokho, ucwaningo lwezibonakaliso zokuhweba kufanele lugxile emiphumeleni yesikhathi eside ukuze kutholakale ukuqonda okwengeziwe ngokuzinza kwezibonakaliso.
8. Izinkomba
Abst, J., Dickhaut, J., Marchand, N., & Miracle, G. (2015). Ukuphatha Abathengisi Besitokwe Bezolo Namuhla: Ukuhlaziywa Okubonakalayo Komphumela 'Wephepha-Umcibisholo' Emananini Esitokwe. Caporale, GM, Zekokh, T., & Zeroukhi, M. (2020). Umthelela Wokuhweba Ngezimpawu Ze -Cryptocurrency Ekuqongeleleni Ingcebo Ngobusuku Obunye: Ukuhlaziywa. Easley, D., De Prado, MM, & O'Hara, M. (2016). Ubuthi bokugeleza kanye noketshezi ezweni elivame kakhulu. Ukubuyekezwa Kwezifundo Zezezimali, 29(8), 2161-2193. Gee, L., & Servatka, M. (2015). Ukwahlukana Kokuziphatha. Ijenali Yokuziphatha Komnotho Nenhlangano, 119, 346-361. Kaushik, A., Van He, A., & Zhu, H. (2021a). Ukuhlolwa Okubonakalayo Komphumela We-Intraday Ekubuyiselweni Kwemali Ye-Cryptocurrency. Ukubuyekezwa Kwezomnotho Zokuziphatha, 8, 185–214. Kaushik, A., Van He, A., & Zhu, H. (2021b). Umfutho We-Intraday Ekubuyiselweni Kwemali Ye-Cryptocurrency: Ingabe usuku lwesonto lubalulekile? Indlela Engenazimpawu. Izincwadi Zezomnotho, 206, 109964. Kaushik, A., Sauer, C., & Zaih, B. (2021c). Imiphumela Yezimpawu Nokulandelana Kwazo Emananini E-Cryptocurrency: Indlela Yesakhiwo Esincane. Izincwadi Zezomnotho, 108006. Kaushik, A., & Van He, A. (2021). Imiphumela Yezimpawu Ekubuyiselweni Kwemali Ye-Cryptocurrency: Izimakethe ze-cryptocurrency zisabela kanjani? I-Economics Bulletin, 41(4), 2478–2489. Levy, M., & Yagil, J. (2009). Ukubuyiselwa kwemali okungajwayelekile ebusuku kanye nemicimbi ehlobene nemvelo. Ijenali Yezomnotho Zezezimali, 92, 213–224. O'Hara, M. (2015). Ukuhweba ku-Buff. Zarghamee, H. (2014). Ukuqonda Ukwanda Kokubuyiselwa Kwemali Ejwayelekile Ngobusuku Obunye.
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