Berikut kami sajikan saduran tulisan dari Bob Kirtley mengenai tren musiman harga emas dunia dengan variasi model periode waktu tertentu. Linknya dapat dilihat disini http://www.mining.com/2012/02/11/gold-seasonality-can-we-can-profit-from-it/http://www.mining.com/2012/02/11/gold-seasonality-can-we-can-profit-from-it/
Data musiman dapat diamati dengan variasi variabel yang luas. Dalam bisnis, penjualan, produksi, persediaan, dan jam kerja, dapat diprediksi dengan pengaruh
musim. Begitu pula dengan harga emas. Dalam bulan-bulan tertentu harga emas
bergerak sesuai dengan prediksi musiman dari tahun ke tahun.
Sebagaimana
yang kita tahu, dua hal yang mempengaruhi
harga baik produk tangible (produk yang sifatnya fisik atau nyata) dan intangible (produk non-fisik yang sulit dihargai tapi punya nilai seperti merek, aset SDM dll) adalah-supply (penawaran) dan demand (permintaan).
Dari sisi suplay pertambangan, emas cenderung tidak
banyak berubah dari tahun ke tahun. Rata-rata produksi emas dunia
setiap tahun adalah 1.5% dari seluruh cadangan emas yang ada di dunia. Sehingga pengaruh
musim pergerakan harga emas lebih dipengaruhi oleh variasi supply dan demand pasar emas pada waktu-waktu yang berbeda dalam satu
tahun, karena supply bisa saja naik oleh faktor non-tambang, seperti investor
yang menjual emasnya.
Dibawah ini adalah tren rata-rata harga emas bulanan sejak 1969. Untuk mendapatkan data ini kami hanya menjumlahkan harga rata-rata emas bulanan setiap tahunnya sejak 1969 dan membaginya dengan jumlah tahun yang diobservasi yaitu 43.Untuk menghasilkan grafik ini, kami membuat indeks harga emas. Hari pertama pada setiap tahunnya ditetapkan sebagai angka basis 1. Setiap hari dibandingkan dengan hari sebelumnya ;apabila hari ke 2 lebih tinggi dibanding hari pertama,indeks naik dengan persentase kenaikan selama 2 hari dan begitu pula sebaliknya.
Dibawah ini adalah tren rata-rata harga emas bulanan sejak 1969. Untuk mendapatkan data ini kami hanya menjumlahkan harga rata-rata emas bulanan setiap tahunnya sejak 1969 dan membaginya dengan jumlah tahun yang diobservasi yaitu 43.Untuk menghasilkan grafik ini, kami membuat indeks harga emas. Hari pertama pada setiap tahunnya ditetapkan sebagai angka basis 1. Setiap hari dibandingkan dengan hari sebelumnya ;apabila hari ke 2 lebih tinggi dibanding hari pertama,indeks naik dengan persentase kenaikan selama 2 hari dan begitu pula sebaliknya.
Trennya jelas –secara rata-rata, harga emas naik setiap bulan selama 43 tahun terakhir. Kesimpulan ini tidak berlaku dalam skala musiman (atau jangka pendek). Berdasarkan gambar di atas, tidak ada the best time (waktu terbaik) setiap tahun untuk membeli atau menjual emas, setiap saat adalah baik, sebagaimana hasilnya adalah positif secara linear. Oleh karenanya diperlukan analisis lebih lanjut.
Gambar di atas mengatasi kendala pembatasan original. Pertama, kita telah meningkatkan -data observasi dari 12 ( rata-rata bulanan) menjadi 250 (jumlah hari dari perdagangan efektif emas dalam setahun). Karena data yang diambil mengalami peningkatan, begitu pula detail linear. Seseorang dapat menganalisa tren tidak hanya bulanan, tetapi mingguan, bahkan harian, sehingga dapat memperjelas pola yang dihasilkan. Kedua, kita dapat memefokuskan rentang data dari 43 tahun menjadi 11 tahun saja, ini memberi kita informasi yang lebih akurat.
Antara akhir April dan awal Juli, harga emas
sangat datar selama 11 tahun terakhir, sebagaimana terlihat pada gambar dengan
kenaikan rata-rata indeks hanya 1,4 poin.
Penurunan ini dikenal dengan kelesuan musim panas (summer doldrums).Ada beberapa pendapat
mengenai penurunan ini. Pertama, karena ada kaitan erat kebutuhan energi dengan
musim panas. Ketika musim panas, kebutuhan energi berkurang, sehingga
permintaan energi turun dan harganya pun turun. Karena emas sebagai cermin
seluruh komoditas, maka harga emaspun turun seiring dengan turunnya harga
energi. Ada pula pendapat kedua, pada
musim panas, orang cenderung pergi berlibur, sehingga aktivitas ekonomi global pun menurun,
demikian pula permintaan emas pun ikut turun.
Peningkatan permintaan emas mengalami peningkatan di bulan Agustus/September
yang merupakan akhir musim panas dan awal musim dingin di belahan bumi
utara.
Pada periode ini bertepatan pula dengan musim panen di Asia/India. Para petani dan
produsen agribisnis ini tidak terbiasa menyimpan aset mereka di bank atau
lembaga keuangan lainnya, mereka lebih memilih menyimpan dalam bentuk emas.
India merupakan negara baru importir emas terbesar di dunia. Maka faktor ini
memicu kenaikan harga emas pada periode tersebut.
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)
Sedangkan data diatas adalah grafik dengan rentang waktu yang lebih pendek 2007-2011
Sedangkan data diatas adalah grafik dengan rentang waktu yang lebih pendek 2007-2011
Gambar dibawah ini bisa bermakna banyak hal. Tren
musiman harga emas dengan 4 perbandingan yang berbeda memberiki kita 4 hasil
yang menarik.
![](data:image/png;base64,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)
Puncak tertinggi dan terendah seimbang dalam setiap model. Dari gambar ini kita dapat mengambil kesimpulan, harga emas sepenuhnya mengikuti pola musiman dan mengikuti tren yang sama sejak 1969.
Puncak tertinggi dan terendah seimbang dalam setiap model. Dari gambar ini kita dapat mengambil kesimpulan, harga emas sepenuhnya mengikuti pola musiman dan mengikuti tren yang sama sejak 1969.
Gambar berikut di bawah ini menunjukkan model yang sedikit skeptis terhadap model musiman. Gambar
di bawah adalah tren rata-rata harga emas harian per tahun, mulai 2002 hingga
2011. Polanya tidak begitu jelas dan sebagai peringatan yang baik bahwa apapun
bisa saja terjadi dengan harga emas dalam setiap tahun.
![](data:image/png;base64,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)
Simpulan
Simpulan
Harga emas dengan tegas memiliki pola musiman. Dalam
jangka panjang, tren harga emas cenderung naik dan investor dapat meraih
keuntungan darinya.
Kami yakin pada tahun 2012 akan menjadi tahun yang bersejarah bagi ekonomi global dan ada kenaikan harga yang signifikan dalam harga emas (walau hari-hari ini emas sedang tertekan turun). Investasi emas dalam jangka pendek memang tidak disarankan karena banyak variabel yang mempengaruhi fluktuasinya, terlebih di era ekonomi global yang rentan seperti sekarang .
Kami yakin pada tahun 2012 akan menjadi tahun yang bersejarah bagi ekonomi global dan ada kenaikan harga yang signifikan dalam harga emas (walau hari-hari ini emas sedang tertekan turun). Investasi emas dalam jangka pendek memang tidak disarankan karena banyak variabel yang mempengaruhi fluktuasinya, terlebih di era ekonomi global yang rentan seperti sekarang .
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